Welcome to Dan’s brain

The contents of my head are not useful if they stay in there, so I regularly copy-paste them onto the internet, right here. Here you can find most of the things I am thinking about as a higgledy heap of half-finished notebooks and occasional polished essays. Themes: whatever shiny thing distracted me into taking notes, including, but not limited to,

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Localhost dev server

computers are awful
diy
doing internet

Podcasts

content
music

Differentiable learning of automata

compsci
machine learning
making things
neural nets

Reality gap

approximation
Bayes
feature construction
likelihood free
machine learning
measure
metrics
probability
sciml
statistics
time series

Model complexity penalties

estimator distribution
information
likelihood
model selection
statistics

Verifiable information on the interent

adversarial
boring
computers are awful together
confidentiality
cooperation
cryptography
culture
democracy
economics
ethics
incentive mechanisms
mind
money
rhetoric
snarks
sociology
wonk

The public sphere and its business models

bandit problems
boring
cooperation
culture
democracy
economics
ethics
mind
rhetoric
snarks
sociology
wonk

Verification and detection of generative AI

adversarial
approximation
Bayes
generative
likelihood free
Monte Carlo
neural nets
optimization
probabilistic algorithms
probability
security
statistics
unsupervised

AI Safety

adversarial
economics
faster pussycat
innovation
language
machine learning
mind
neural nets
NLP
risk
security
technology

Transformer networks as recurrent or state-space models

language
machine learning
meta learning
neural nets
NLP
stringology
time series

Variational Bayes NNs and Graphical Models

algebra
graphical models
hidden variables
hierarchical models
how do science
machine learning
networks
neural nets
probability
statistics

Physical infrastructure

design
diy
economics
housing
incentive mechanisms
institutions
making things
markets
money
physics
policy
risk
spatial
the rather superior sort of city
wonk

Sampling from High-Dimensional Gaussian Distributions without the Full Covariance Matrix

Gaussian
Hilbert space
kernel tricks
Lévy processes
nonparametric
regression
spatial
stochastic processes
time series

Transferring money

computers are awful together
confidentiality
cryptography
money

Quarto website preview server hacks

academe
faster pussycat
how do science
javascript
julia
language
making things
plain text
premature optimization
python
R
writing

Snowmobile or bicycle?

economics
faster pussycat
innovation
language
machine learning
mind
neural nets
NLP
stringology
technology
UI

Interpolation, extrapolation and memorisation in neural networks

algebra
graphical models
how do science
machine learning
meta learning
networks
probability
statistics

Posterior Gaussian process samples by updating prior samples

functional analysis
Gaussian
generative
Hilbert space
kernel tricks
particle
regression
spatial
stochastic processes
time series

Ensemble Kalman methods

Bayes
distributed
dynamical systems
generative
graphical models
linear algebra
machine learning
Monte Carlo
optimization
particle
probabilistic algorithms
probability
sciml
signal processing
state space models
statistics
stochastic processes
swarm
time series

Singular Learning Theory

dynamical systems
machine learning
neural nets
physics
pseudorandomness
sciml
statistics
statmech
stochastic processes

Confidentiality

computers are awful
confidentiality
security
wonk

Superstimuli

adaptive
bounded compute
collective knowledge
cooperation
culture
economics
ethics
evolution
gene
incentive mechanisms
institutions
neuron
utility
wonk

Addiction

ethics
fit
health
learning
mind
neuron
utility

Overparameterization in large models

decision theory
feature construction
machine learning
model selection
neural nets
optimization
probabilistic algorithms
SDEs
statmech
stochastic processes

Materials informatics

calculus
dynamical systems
geometry
how do science
machine learning
neural nets
PDEs
physics
regression
sciml
SDEs
statistics
statmech
stochastic processes
stringology
surrogate
time series
uncertainty

Nearly-low-rank Hermitian matrices

feature construction
functional analysis
high d
linear algebra
networks
probability
signal processing
sparser than thou
statistics

Ablation studies, knockout studies, lesion studies

algebra
graphical models
hidden variables
hierarchical models
how do science
machine learning
mind
networks
probability
sociology
statistics

Zotero

academe
collective knowledge
computers are awful
faster pussycat
how do science
workflow

Fan fiction

adaptive
collective knowledge
economics
evolution
game theory
networks
social graph
sociology
writing

Artificial intimacy

adaptive
bounded compute
collective knowledge
cooperation
culture
economics
ethics
evolution
gene
incentive mechanisms
institutions
neuron
utility
wonk

Trousers

diy
economics
fashion
sustainability
wonk

Fandoms

adaptive
collective knowledge
economics
evolution
game theory
networks
social graph
sociology
writing

tmux

computers are awful
faster pussycat
plain text
POSIX

Reproducing kernels satisfying physical equations

functional analysis
Gaussian
generative
Hilbert space
kernel tricks
regression
spatial
stochastic processes
time series

Ageing

drugs
faster pussycat
fit
gene
health
mind

Who I donate to

democracy
insurgency
money
wonk

Medicalisation

classification
ethics
health
language
wonk

Human enthalpy

cooperation
culture
economics
evolution
incentive mechanisms
mind
social graph
utility
wonk

Implicit variational inference

approximation
metrics
optimization
probabilistic algorithms
probability
statistics

The blogosphere

academe
faster pussycat
how do science
plain text
workflow
writing

Money, Australian-style

diy
economics
money
utility

Sequential Monte Carlo

Bayes
Monte Carlo
particle
probabilistic algorithms
probability
sciml
signal processing
state space models
statistics
swarm
time series

Annealing in inference

Bayes
density
Monte Carlo
probabilistic algorithms
probability
statistics
statmech
stochastic processes

Krylov subspace iteration

feature construction
functional analysis
high d
linear algebra
networks
probability
signal processing
sparser than thou
statistics

The occupation kernel method

calculus
dynamical systems
functional analysis
Gaussian
generative
geometry
Hilbert space
how do science
kernel tricks
machine learning
PDEs
physics
regression
sciml
SDEs
signal processing
statistics
statmech
stochastic processes
time series
uncertainty

Function space versus weight space in NNs

algebra
approximation
Gaussian
generative
graphical models
Hilbert space
kernel tricks
machine learning
networks
optimization
probability
statistics

ML benchmarks and their pitfalls

economics
game theory
how do science
incentive mechanisms
institutions
machine learning
neural nets
statistics

Models for count data

branching
count data
regression
statistics

Cascade models

branching
count data
probability
time series

Kolmogorov-Arnold neural networks

calculus
dynamical systems
geometry
Hilbert space
how do science
Lévy processes
machine learning
neural nets
PDEs
physics
regression
sciml
SDEs
signal processing
statistics
statmech
stochastic processes
surrogate
time series
uncertainty

High dimensional statistics

functional analysis
high d
linear algebra
probability
signal processing
sparser than thou

Contemporary rationalists

catastrophe
culture
ethics
history
language
mind
wonk

Gradient flows, sometimes stochastic

Bayes
estimator distribution
functional analysis
Markov processes
Monte Carlo
neural nets
optimization
probabilistic algorithms
probability
SDEs
stochastic processes

Divisible, decomposable and stable distributions

dynamical systems
linear algebra
Lévy processes
probability
SDEs
stochastic processes
time series

Rationalists in Australia and surrounding regions

catastrophe
culture
ethics
history
language
mind
wonk

Adaptive stochastic gradient descent

functional analysis
neural nets
optimization
SDEs
stochastic processes

Quarto integrated website system

academe
faster pussycat
how do science
javascript
julia
language
making things
plain text
premature optimization
python
R
writing

Model interpretation and explanation

adversarial
game theory
hierarchical models
machine learning
sparser than thou

Free images

content
making things
photon choreography

Jax

algebra
calculus
computers are awful
linear algebra
number crunching
optimization

Symbolic regression

compsci
dynamical systems
machine learning
neural nets
optimization
physics
probabilistic algorithms
sciml
statistics
statmech
stochastic processes
stringology

Free content

content
making things
photon choreography

DIY VPN access point

computers are awful together
confidentiality
cryptography
diy

Dilemmas of collective action

bounded compute
distributed
economics
game theory
networks
squad
wonk

Learning stuff

faster pussycat
language
learning
mind
utility

Ecological stability

branching
catastrophe
networks
probability
SDEs
statistics
stochastic processes
time series
virality

Misinformation, disinformation etc

adversarial
catastrophe
computers are awful together
confidentiality
democracy
economics
evolution
game theory
incentive mechanisms
insurgency
networks
P2P
social graph
virality
wonk

Free books

content
making things
photon choreography

Australian governance

confidentiality
straya
wonk

Internet in Australia?

computers are awful together
data sets
straya

Decision theory

algebra
Bayes
decision theory
functional analysis
Hilbert space
how do science
linear algebra
machine learning
model selection
nonparametric
statistics
uncertainty

Epistemic bottlenecks

adaptive
agents
bounded compute
classification
collective knowledge
communicating
distributed
economics
evolution
how do science
incentive mechanisms
information
institutions
language
learning
mind
networks
social graph
sociology
standards
stringology
virality

Public goods

economics
faster pussycat
game theory
incentive mechanisms
institutions
networks

Generative AI workflows and hacks 2024

economics
faster pussycat
innovation
language
machine learning
neural nets
NLP
stringology
technology
UI

Bayes neural nets via subsetting weights

Bayes
convolution
density
likelihood free
machine learning
neural nets
nonparametric
sparser than thou
uncertainty

Generative art with language+diffusion models

buzzword
computers are awful
generative art
machine learning
making things
music
neural nets
photon choreography

VS Code for python

computers are awful
faster pussycat
plain text
python
UI
workflow

Reproducible research

academe
collective knowledge
how do science
information provenance
workflow

Anti-TESCREALists

adversarial
economics
faster pussycat
innovation
language
machine learning
mind
neural nets
NLP
security
technology

Let’s solve social event organising

confidentiality
cooperation
culture
diy
social graph
standards

Community

cooperation
culture
democracy
economics
institutions
insurgency
religion
rhetoric
social graph
wonk

Python cluster computing

computers are awful
concurrency hell
distributed
number crunching
premature optimization
workflow

VS Code as LaTeX editor

computers are awful
faster pussycat
LaTeX
plain text
typography
UI
workflow

Gibbs posteriors

Bayes
estimator distribution
functional analysis
Markov processes
Monte Carlo
neural nets
optimization
probabilistic algorithms
probability
SDEs
stochastic processes

Code generation, programming assistants

faster pussycat
language
machine learning
making things
neural nets
NLP
real time
signal processing
stringology
time series
UI

Project management

communicating
distributed
economics
faster pussycat
game theory
incentive mechanisms
innovation
institutions
mind
networks

ssh

computers are awful
computers are awful together
confidentiality
encryption
plain text
POSIX

Spherical coordinates

algebra
functional analysis
geometry
high d
linear algebra
measure
probability
signal processing
sparser than thou
spheres

VS Code online and networked

computers are awful together
faster pussycat
plain text
UI
workflow

Artificial life

adaptive
agents
evolution
gene
grammar
incentive mechanisms
learning
life
neuron
probabilistic algorithms
stringology
swarm
time series

Symbolic system identification

compsci
dynamical systems
machine learning
neural nets
optimization
physics
probabilistic algorithms
sciml
statistics
statmech
stochastic processes
stringology

Rhetoric

adversarial
bounded compute
communicating
cooperation
culture
mind
wonk

Gradient steps to an ecology of mind

adaptive
collective knowledge
cooperation
culture
economics
energy
evolution
extended self
game theory
gene
incentive mechanisms
learning
mind
networks
probability
social graph
sociology
statistics
statmech
utility
wonk

Modern conspiracy theorising

confidentiality
democracy
economics
evolution
game theory
insurgency
networks
P2P
wonk

Rituals and beliefs that bind

agents
collective knowledge
cooperation
culture
democracy
distributed
economics
extended self
game theory
incentive mechanisms
institutions
insurgency
mind
networks
policy
religion
rhetoric
social graph
sociology
squad
wonk

The softmax function

classification
metrics
probability
regression
statistics

Classification

classification
metrics
statistics

The Score Function Estimator

Bayes
calculus
density
estimator distribution
Monte Carlo
probabilistic algorithms
probability
risk
uncertainty

Melbourne/Naarm

diy
place
policy
straya
wonk

Pytorch

computers are awful
neural nets
optimization
premature optimization
python
statistics

Mathematica

algebra
compsci
computers are awful
stringology

Digital scientific workbooks

academe
computers are awful
faster pussycat
how do science
information provenance
plain text
premature optimization
UI
workflow

Coarse graining

algebra
Bayes
machine learning
networks
physics
sciml
snarks
statmech
surrogate

Probabilistic numerics

Bayes
calculus
compsci
dynamical systems
geometry
Hilbert space
how do science
machine learning
physics
regression
sciml
SDEs
signal processing
statistics
statmech
stochastic processes
surrogate
time series
uncertainty

Calendars and contacts GUIs for Linux

computers are awful
computers are awful together
diy
faster pussycat
office
POSIX
standards
UI

Implementing neural nets

computers are awful
machine learning
neural nets
optimization

Langevin dynamcs MCMC

Bayes
estimator distribution
functional analysis
Markov processes
Monte Carlo
neural nets
optimization
probabilistic algorithms
probability
SDEs
stochastic processes

Langevin dynamcs MCMC

Bayes
estimator distribution
functional analysis
Markov processes
Monte Carlo
optimization
probabilistic algorithms
probability
quantum
SDEs
stochastic processes

pandoc

academe
computers are awful
faster pussycat
lua
plain text
UI
workflow

Functional reactive programming

computers are awful
concurrency hell
premature optimization
signal processing
stringology
UI

Quarto

academe
faster pussycat
how do science
javascript
julia
language
making things
plain text
premature optimization
python
R
writing

Editing images with machine learning

computers are awful
generative art
making things
photon choreography

Righting and wronging

bandit problems
boring
bounded compute
cooperation
culture
democracy
economics
ethics
mind
rhetoric
snarks
sociology
wonk

Neural PDE operator learning

calculus
dynamical systems
geometry
Hilbert space
how do science
Lévy processes
machine learning
neural nets
PDEs
physics
regression
sciml
SDEs
signal processing
statistics
statmech
stochastic processes
surrogate
time series
uncertainty

Neural vector embeddings

approximation
feature construction
geometry
high d
language
linear algebra
machine learning
metrics
neural nets
NLP

Model explanation with sparse autoencoders

adversarial
classification
communicating
feature construction
game theory
high d
language
machine learning
metrics
mind
NLP
sparser than thou

Bayesian and causal inference by foundation models

approximation
Bayes
generative
language
machine learning
meta learning
Monte Carlo
neural nets
NLP
optimization
probabilistic algorithms
probability
statistics
stringology
time series

VS Code / VS Codium

computers are awful
faster pussycat
plain text
UI
workflow

Model mixing, model averaging for regression

Bayes
classification
clustering
compsci
convolution
density
information
linear algebra
nonparametric
probability
sparser than thou
statistics

Audiobooks

content
making things
music
signal processing

Home networks for lazy dummies

computers are awful together
confidentiality
cryptography
diy

Sampling by the method of the ratio of uniforms

Bayes
estimator distribution
Monte Carlo
probabilistic algorithms
probability

Data summarization

approximation
estimator distribution
functional analysis
information
linear algebra
model selection
optimization
probabilistic algorithms
probability
signal processing
sparser than thou
statistics

Probabilistic programming

Bayes
generative
how do science
Monte Carlo
statistics

Perception and evolution

adaptive
classification
collective knowledge
communicating
cooperation
culture
economics
energy
evolution
extended self
feature construction
gene
incentive mechanisms
language
learning
machine learning
metrics
mind
NLP
probability
statistics
statmech
utility

Attention management tips for web browsing

bounded compute
computers are awful
computers are awful together
faster pussycat
incentive mechanisms
mind
standards
UI

Simulating climate

calculus
climate
dynamical systems
geometry
how do science
machine learning
neural nets
PDEs
physics
regression
sciml
SDEs
signal processing
statistics
statmech
stochastic processes
surrogate
time series
uncertainty
wonk

Atmospheric modeling

calculus
climate
dynamical systems
geometry
Hilbert space
how do science
machine learning
neural nets
PDEs
physics
regression
sciml
SDEs
signal processing
statistics
statmech
stochastic processes
surrogate
time series
uncertainty
wonk

Vector databases

approximation
feature construction
geometry
high d
language
linear algebra
machine learning
metrics
neural nets
NLP

Oceanography

Gaussian
Hilbert space
kernel tricks
spatial
statistics
stochastic processes
time series

Reconciliation of overlapping Gaussian processes

functional analysis
Gaussian
generative
Hilbert space
kernel tricks
nonparametric
regression
spatial
stochastic processes
time series

Weighted data, weighted likelihoods in statistics

estimator distribution
functional analysis
linear algebra
model selection
probability
signal processing
sparser than thou
statistics
uncertainty

Gamma distributions

Lévy processes
probability
stochastic processes
time series

Monte Carlo gradient estimation

Bayes
calculus
density
estimator distribution
Monte Carlo
probabilistic algorithms
probability
risk
uncertainty

Conjugate priors

functional analysis
probability
statistics

Indyweb, small web, cozy web

communicating
computers are awful together
diy
doing internet

LaTeX mathematics hacks

computers are awful
faster pussycat
LaTeX
plain text
typography
UI
workflow

Data sets

computers are awful
data sets
statistics

Temporal generative adversarial networks

adversarial
AI
Bregman
game theory
generative
learning
likelihood free
Monte Carlo
optimization
probability

Functional stochastic differential equations

Banach space
dynamical systems
Hilbert space
Lévy processes
probability
SDEs
signal processing
spatial
stochastic processes
time series

Science; Institution design for

academe
agents
collective knowledge
economics
faster pussycat
game theory
how do science
incentive mechanisms
information provenance
institutions
mind
networks
sociology
wonk

Soft incentive mechanism design

bounded compute
economics
faster pussycat
game theory
incentive mechanisms
institutions
networks

Inverse Gaussian distribution

Lévy processes
probability
stochastic processes
time series

Historical English

history
language

Curved exponential families

geometry
probability
statistics

Music gear

diy
hardware
making things
music

History of medicine

academe
agents
collective knowledge
economics
faster pussycat
game theory
health
how do science
incentive mechanisms
information provenance
institutions
mind
networks
sociology
wonk

Timeless works of art

adaptive
collective knowledge
diy
making things
sociology

DIY home repair stuff

cooperation
culture
diy
economics
housing
making things
straya

Video editing

computers are awful
making things
music
photon choreography
standards

Exponential families

functional analysis
probability
statistics

R

computers are awful
number crunching
R
statistics

Bayesian model selection

Bayes
machine learning
model selection
neural nets
nonparametric
sparser than thou
statistics
uncertainty

Non-stationary bandit problems

bandit problems
control
decision theory
signal processing
stochastic processes
stringology

Bandit problems

bandit problems
control
decision theory
signal processing
stochastic processes
stringology

Bitter lessons in compute and cleverness

bounded compute
functional analysis
machine learning
model selection
optimization
statmech

How to reduce corporate spying

computers are awful
computers are awful together
confidentiality
security
wonk

Transformer networks for generic time series prediction

language
machine learning
meta learning
neural nets
NLP
stringology
time series

Kernel distribution embedding

approximation
functional analysis
Hilbert space
measure
metrics
nonparametric
optimization
probability
statistics

Democratization of generative AI

agents
bounded compute
collective knowledge
concurrency hell
distributed
economics
edge computing
extended self
faster pussycat
incentive mechanisms
innovation
language
machine learning
neural nets
NLP
swarm
technology
UI

Niche construction

cooperation
economics
evolution
game theory
incentive mechanisms

Tip me

computers are awful
cryptography
money

Normalising flows

approximation
Bayes
density
likelihood free
Monte Carlo
nonparametric
optimization
probabilistic algorithms
probability
statistics

Neural mixtures of experts

Bayes
classification
clustering
compsci
density
information
linear algebra
model selection
nonparametric
optimization
particle
probability
regression
sparser than thou
statistics

Gaussian Ensemble Belief Propagation

approximation
Bayes
distributed
dynamical systems
generative
graphical models
machine learning
Monte Carlo
networks
optimization
particle
probabilistic algorithms
probability
sciml
signal processing
state space models
statistics
stochastic processes
swarm
time series

Safetyism and alignment problems

economics
extended self
faster pussycat
game theory
incentive mechanisms
institutions
networks

Academic publishing

academe
collective knowledge
diy
doing internet
economics
faster pussycat
how do science
incentive mechanisms
information provenance
institutions
mind
networks
sociology

Navigating large organisations

communicating
distributed
economics
extended self
faster pussycat
game theory
institutions
learning
mind
networks
squad

Community governance

cooperation
culture
democracy
economics
institutions
insurgency
wonk

The Gaussian distribution

algebra
Gaussian
geometry
high d
linear algebra
measure
probability
signal processing
spheres
statistics

Uncertainty quantification

Bayes
statistics
stochastic processes
surrogate
uncertainty

Indonesia

nusantara
place

Continual learning

algebra
graphical models
how do science
machine learning
networks
probability
statistics

Teamwork

communicating
distributed
economics
extended self
faster pussycat
game theory
institutions
learning
mind
networks
squad

Learning with PDE conservation laws

calculus
dynamical systems
geometry
Hilbert space
how do science
Lévy processes
machine learning
neural nets
PDEs
physics
regression
sciml
SDEs
signal processing
statistics
statmech
stochastic processes
surrogate
time series
uncertainty

Genre speciation

classification
music
semantics

Noise outsourcing

approximation
Bayes
density
likelihood free
Monte Carlo
nonparametric
optimization
probabilistic algorithms
probability
sciml
statistics

Deep sets

feature construction
functional analysis
linear algebra
machine learning
networks
neural nets
probability
sciml
sparser than thou
statistics
topology

Graphical model / machine learning decoder ring

algebra
graphical models
hidden variables
hierarchical models
how do science
machine learning
networks
neural nets
probability
statistics

Inference from disorder

compsci
dynamical systems
networks
physics
probability
pseudorandomness
statistics
statmech
stochastic processes

Fediverse

computers are awful together
confidentiality
distributed
diy
economics
P2P

(Kernelized) Stein variational gradient descent

approximation
Bayes
functional analysis
Markov processes
measure
metrics
Monte Carlo
optimization
particle
probabilistic algorithms
probability
statistics

Functional programming

compsci
computers are awful
concurrency hell
grammar
stringology

Messenger shooting

adaptive
bounded compute
collective knowledge
culture
economics
ethics
evolution
extended self
incentive mechanisms
institutions
learning
mind
neuron
statistics
utility
wonk

Death

culture
diy
economics
ethics
gender
institutions
life
mind
networks
sex
sociology
wonk

Nested sampling

Bayes
Monte Carlo
probabilistic algorithms
probability
signal processing
state space models
statistics
swarm
time series

Doubly robust learning for causal inference

algebra
graphical models
hidden variables
hierarchical models
how do science
machine learning
networks
neural nets
probability
statistics

Agtech/Agritech

computers are awful together
confidentiality
ecology
food
money
technology

Basa Sunda

language
nusantara
South East Asia
Sunda

Jensen Gap

approximation
functional analysis
measure
metrics
probability
stochastic processes

Entropy vs information

Bayes
dynamical systems
machine learning
neural nets
physics
pseudorandomness
sciml
statistics
statmech
stochastic processes

Configuring machine learning experiments

computers are awful
faster pussycat
how do science
information provenance
premature optimization

Big data ML best practice

computers are awful
machine learning
neural nets

Transforms of Gaussian noise

approximation
Bayes
dynamical systems
Gaussian
Hilbert space
linear algebra
Lévy processes
Markov processes
networks
optimization
probability
SDEs
signal processing
state space models
statistics
stochastic processes
time series

Expectation maximisation

algebra
graphical models
hidden variables
hierarchical models
networks
optimization
probabilistic algorithms
probability
statistics

Quasi-gradients of discrete parameters

calculus
classification
optimization
probabilistic algorithms
probability
statistics

Neural network activation functions

calculus
classification
dynamical systems
geometry
machine learning
neural nets
physics
regression
sciml
statistics

Reproducibility in Machine Learning research

economics
game theory
how do science
incentive mechanisms
institutions
machine learning
neural nets
statistics

Squeaky wheel equilibria

collective knowledge
communicating
cooperation
culture
distributed
economics
insurgency
mind
networks
wonk

Editors for LaTeX

compsci
computers are awful
faster pussycat
LaTeX
typography
UI

Pyro

Bayes
generative
how do science
Monte Carlo
sciml
statistics

Collectivism and individualism

communicating
cooperation
culture
economics
making things
mind
squad
wonk

Online shopping

diy
economics
hardware
making things

Goodhart’s Law

economics
game theory
incentive mechanisms
institutions
machine learning
optimization
statistics
utility

Rough path theory and signature methods

control
dynamical systems
SDEs
signal processing
sparser than thou
statistics
stochastic processes
time series

Physically-grounded computing

compsci
life
machine learning
physics
statmech

Feed readers

academe
computers are awful together
doing internet
faster pussycat
information provenance
learning
UI
workflow

Internet search engines

computers are awful together
faster pussycat
information provenance
NLP
search

Neural denoising diffusion models

approximation
Bayes
generative
Monte Carlo
neural nets
optimization
probabilistic algorithms
probability
statistics

Python

computers are awful
python

Bureaucracy

cooperation
culture
economics
game theory
institutions
rhetoric
wonk

Git tricks

computers are awful
information provenance
workflow

Attention Deficit (Hyperactivity) Disorder

gene
health
learning
mind
neuron
utility

Editing images

computers are awful
generative art
making things
photon choreography

Editing images using a GUI

computers are awful
generative art
making things
photon choreography

The property market is pollution

cooperation
culture
economics
housing
incentive mechanisms
institutions
insurgency
making things
policy
spatial
straya
wonk

Algorithmic statistics

compsci
information
pseudorandomness
statistics
statmech
stringology

Guesstimation

computers are awful
faster pussycat
Monte Carlo
number crunching
office
UI

Git GUIs

computers are awful
information provenance
UI
workflow

Syncthing

computers are awful
computers are awful together
concurrency hell
distributed
diy
P2P

Optimisation

functional analysis
optimization
statmech

An orderly retreat from relevance

agents
bounded compute
collective knowledge
distributed
economics
edge computing
extended self
faster pussycat
incentive mechanisms
innovation
language
machine learning
mind
neural nets
NLP
technology
unsupervised

Resilience (Psychological)

adaptive
evolution
health
learning
mind
networks
utility

Scientific institutions and mechanisms

adaptive
bounded compute
collective knowledge
distributed
economics
how do science
incentive mechanisms
institutions
learning
mind
networks
sociology
standards
swarm

Neural likelihood inference

approximation
Bayes
feature construction
likelihood free
machine learning
measure
metrics
probability
sciml
statistics
time series

Decentralized net services

computers are awful together
concurrency hell
confidentiality
distributed
diy
game theory
P2P

Bayesian posterior inference via optimization

Bayes
estimator distribution
functional analysis
Markov processes
Monte Carlo
neural nets
optimization
probabilistic algorithms
probability
SDEs
stochastic processes

Urbanism

buzzword
cooperation
culture
design
diy
economics
housing
incentive mechanisms
institutions
insurgency
making things
policy
spatial
straya
the rather superior sort of city
wonk

Approximate conditioning

algebra
approximation
functional analysis
graphical models
measure
metrics
networks
optimization
probability
statistics

Squared neural families

functional analysis
probability
statistics

Contemporary epidemiology of mental health

catastrophe
culture
economics
ethics
health
incentive mechanisms
mind
networks
rhetoric
snarks
sociology
virality
wonk

Score matching

approximation
Bayes
Bregman
generative
Monte Carlo
neural nets
optimization
probabilistic algorithms
probability
statistics

Designing less toxic social media

confidentiality
democracy
distributed
diy
economics
evolution
game theory
insurgency
networks
P2P
wonk

Bayes linear methods

Bayes
Gaussian
generative
Hilbert space
how do science
linear algebra
measure
Monte Carlo
statistics

Presentation tools

academe
communicating
computers are awful
faster pussycat
office
photon choreography
standards

Research discovery

academe
collective knowledge
faster pussycat
how do science
institutions
mind
networks
sociology
wonk

Hardware for neural networks

compsci
computers are awful
concurrency hell
grammar
number crunching
stringology

Variational message-passing algorithms in graphical models

algebra
approximation
Bayes
distributed
dynamical systems
generative
graphical models
machine learning
networks
optimization
particle
probability
signal processing
state space models
statistics
stochastic processes
swarm
time series

TikZ/PGFplots etx

communicating
computers are awful
dataviz
faster pussycat
LaTeX
photon choreography
plain text
typography
UI
workflow

Designing social movements

agents
collective knowledge
cooperation
culture
democracy
distributed
economics
game theory
incentive mechanisms
institutions
insurgency
mind
networks
policy
rhetoric
social graph
sociology
swarm
wonk

Monastic traditions

collective knowledge
cooperation
culture
democracy
distributed
economics
game theory
incentive mechanisms
institutions
insurgency
mind
networks
policy
religion
rhetoric
social graph
sociology
swarm
wonk

Particle variational message passing

approximation
Bayes
distributed
dynamical systems
generative
graphical models
machine learning
Monte Carlo
networks
optimization
particle
probabilistic algorithms
probability
sciml
signal processing
state space models
statistics
stochastic processes
swarm
time series

Unconferences

academe
collective knowledge
how do science
information provenance
workflow

Microstressors

boring
cooperation
culture
democracy
economics
ethics
language
mind
rhetoric
snarks
sociology
wonk

Learning curves

culture
economics
faster pussycat
institutions
mind
networks
standards
technology

Matrix algebra

algebra
calculus
functional analysis
linear algebra
optimization

Economics of large language models

agents
bounded compute
collective knowledge
concurrency hell
distributed
economics
edge computing
extended self
faster pussycat
incentive mechanisms
innovation
language
machine learning
neural nets
NLP
swarm
technology
UI

Causal inference in highly parameterized ML

algebra
graphical models
hidden variables
hierarchical models
how do science
machine learning
networks
neural nets
probability
statistics

Stein’s method

approximation
functional analysis
measure
metrics
model selection
optimization
probability
spheres
statistics

Recurrent / convolutional / state-space

Bayes
convolution
dynamical systems
functional analysis
linear algebra
machine learning
making things
music
networks
neural nets
nonparametric
probability
signal processing
sparser than thou
state space models
statistics
time series

Dynamic causality

algebra
graphical models
how do science
machine learning
networks
neural nets
probability
statistics

Cryptographic tokens, distributed ledgers, and blockchain-like-things

computers are awful
confidentiality
distributed
game theory
incentive mechanisms
money

Which are your 100 bytes?

economics
faster pussycat
innovation
language
machine learning
mind
neural nets
NLP
technology
UI

Simulation-based inference

approximation
Bayes
feature construction
likelihood free
machine learning
measure
metrics
probability
sciml
statistics
time series

Comment systems for static websites

computers are awful together
diy
doing internet
faster pussycat
plain text
UI
workflow

Let’s try substack

academe
faster pussycat
how do science
plain text
workflow
writing

China

china
place

Email blogs and newsletters

academe
faster pussycat
how do science
plain text
workflow
writing

Maximum Mean Discrepancy, Hilbert-Schmidt Independence Criterion

approximation
functional analysis
Hilbert space
measure
metrics
nonparametric
optimization
probability
statistics

Scalable vector graphics

computers are awful
faster pussycat
photon choreography

Procedurally generated diagrams

communicating
computers are awful
dataviz
faster pussycat
photon choreography
plain text
typography
UI
workflow

The robot regency

agents
bounded compute
collective knowledge
distributed
economics
edge computing
extended self
faster pussycat
incentive mechanisms
innovation
language
machine learning
mind
neural nets
NLP
technology
unsupervised

Money

diy
economics
money
utility

Nostr

computers are awful together
confidentiality
distributed
diy
economics
P2P

Factor graphs

algebra
graphical models
machine learning
networks
probability
statistics

Institutional alignment problems

cooperation
culture
economics
extended self
faster pussycat
game theory
incentive mechanisms
institutions
networks
swarm
wonk

Morphogenesis

agents
compsci
distributed
extended self
game theory
generative art
hidden variables
incentive mechanisms
life
photon choreography
self similar
spatial
statmech
swarm

Cooperation in evolutionary context

adaptive
cooperation
culture
economics
evolution
gene
incentive mechanisms
wonk

Conflict theorist models of coordination

adaptive
bounded compute
cooperation
culture
economics
evolution
game theory
incentive mechanisms
networks
wonk

Dunning-Kruger theory of mind

bounded compute
cooperation
culture
how do science
incentive mechanisms
learning
mind
snarks
wonk

Intimate question systems

adaptive
bounded compute
cooperation
culture
ethics
evolution
extended self
gene
institutions
learning
mind
wonk

Microjoys

bounded compute
economics
faster pussycat
incentive mechanisms
mind
utility

Won’t somebody think of the children?

cooperation
culture
economics
ethics
evolution
incentive mechanisms
mind
social graph
utility
wonk

Battlers

cooperation
culture
economics
ethics
evolution
incentive mechanisms
mind
social graph
utility
wonk

Terminal session management and multiplexing

computers are awful
faster pussycat
plain text
POSIX

submitit

computers are awful
computers are awful together
concurrency hell
distributed
premature optimization

Social organisation of knowledge

adaptive
agents
bounded compute
collective knowledge
distributed
economics
game theory
how do science
incentive mechanisms
institutions
learning
mind
networks
sociology
squad
standards
swarm

Drugs, prescribed

chemistry
drugs
health
mind
neuron

The money laundry

computers are awful together
confidentiality
cooperation
cryptography
economics
hand wringing
money
wonk

Australia in data

data sets
place
straya

Typst

academe
faster pussycat
how do science
plain text
workflow

Innovation

economics
innovation
intellectual property
making things
policy
sociology
spatial
technology
the rather superior sort of city

Status

cooperation
culture
economics
evolution
incentive mechanisms
mind
social graph
utility
wonk

Tensorboard

computers are awful
faster pussycat
how do science
information provenance
premature optimization

Tracking experiments in data science

computers are awful
faster pussycat
how do science
information provenance
premature optimization

LaTeX

computers are awful
faster pussycat
LaTeX
plain text
typography
UI
workflow

Ethnomusicology

culture
information provenance
making things
music

Symbols and the public sphere

cooperation
culture
democracy
distributed
economics
game theory
language
making things
mind
networks
rhetoric
semantics
sociology
virality
wonk

DIY social networks and groupware

computers are awful together
confidentiality
distributed
diy
economics
P2P

Static websites

computers are awful together
diy
doing internet
faster pussycat
plain text
UI
workflow

Single-site web browsers

computers are awful
computers are awful together
confidentiality
UI

Web browser hacks

computers are awful
computers are awful together
faster pussycat
standards
UI

Offline email syncing

communicating
computers are awful
computers are awful together
concurrency hell
confidentiality
distributed
diy
encryption
faster pussycat
office
P2P
plain text
POSIX

Python, compilation and acceleration of

compsci
computers are awful
premature optimization
python

Gradient descent, Newton-like

functional analysis
neural nets
optimization

Indonesian music

music
nusantara
South East Asia

Hugo

academe
faster pussycat
how do science
plain text
workflow

Fashion

diy
economics
fashion
making things
sustainability
wonk

Javascript user interfaces

computers are awful
javascript
UI

Data cleaning

information provenance
statistics

Switching to netlify

communicating
computers are awful together
diy
doing internet
faster pussycat
plain text
UI
workflow

Worker- and founder-owned ventures

economics
ethics
incentive mechanisms
institutions
markets
money

Metis and .*-rationality

classification
collective knowledge
culture
ethics
how do science
mind
wonk

Iterated and evolutionary game theory

agents
bounded compute
cooperation
economics
evolution
game theory
incentive mechanisms
mind

Recursive identification

Bayes
dynamical systems
linear algebra
probability
signal processing
state space models
statistics
time series

Travel hacks

faster pussycat
money
travel

Internet for the marginally online

computers are awful
computers are awful together
diy

All we need is hate

cooperation
culture
economics
ethics
evolution
incentive mechanisms
mind
social graph
wonk

Quantified self

causality
drugs
economics
faster pussycat
fit
gene
graphical models
how do science
machine learning
mind
probability
statistics

Stochastic Taylor expansion

dynamical systems
Lévy processes
probability
SDEs
signal processing
stochastic processes
time series

Narrative

culture
making things
mind
rhetoric
sociology
wonk
writing

Extraversion

gene
mind
statistics

Neural codecs and compression algorithms

compsci
computers are awful
information
metrics
music
photon choreography
standards

Music software

making things
music
signal processing

Software audio routers

making things
music
signal processing

Audio sample libraries

data sets
diy
music

Travel checklist

faster pussycat
money
travel

Hallucinations

health
mind

Microsoft Windows for the avoidant

computers are awful
MS Windows

Audio/music corpora

content
data sets
machine listening
music
statistics
time series

Generative music with language+diffusion models

buzzword
computers are awful
generative art
machine learning
making things
music
neural nets

Science communication of ML research

academe
communicating
faster pussycat
learning
mind
statistics

Voice transcriptions and speech recognition

faster pussycat
language
machine learning
NLP
real time
signal processing
stringology
time series
UI
writing

Effective altruism

cooperation
economics
ethics
game theory
hand wringing

Moral wetware

adaptive
bounded compute
collective knowledge
cooperation
culture
economics
ethics
evolution
extended self
gene
incentive mechanisms
institutions
neuron
utility
wonk

Computational Fluid Dynamics

algebra
functional analysis
linear algebra
PDEs

System identification in continuous time

calculus
dynamical systems
Hilbert space
Lévy processes
machine learning
neural nets
regression
sciml
SDEs
signal processing
sparser than thou
statistics
stochastic processes
time series

Learning graphical models from time series

algebra
graphical models
machine learning
networks
probability
statistics

Neural process regression

functional analysis
Gaussian
generative
Hilbert space
kernel tricks
meta learning
nonparametric
regression
spatial
stochastic processes
time series

Data storage formats

computers are awful
data sets
standards

Visualizing data

communicating
computers are awful
faster pussycat
generative art
making things
photon choreography

Machine learning for partial differential equations

calculus
dynamical systems
geometry
Hilbert space
how do science
Lévy processes
machine learning
neural nets
PDEs
physics
regression
sciml
SDEs
signal processing
statistics
statmech
stochastic processes
surrogate
time series
uncertainty

Automatic differentiation

algebra
calculus
computers are awful
functional analysis
linear algebra
number crunching
optimization

Calibration of probabilistic forecasts

model selection
regression
signal processing
statistics
stochastic processes
time series

Feedback system identification, not necessarily linear

calculus
dynamical systems
geometry
how do science
Lévy processes
machine learning
PDEs
physics
regression
sciml
SDEs
signal processing
statistics
statmech
stochastic processes
time series
uncertainty

Generative industrial design

buzzword
computers are awful
generative art
machine learning
making things
music
neural nets
photon choreography

Learning new languages

faster pussycat
language
learning
mind
utility

Comfort traps

adaptive
incentive mechanisms
learning
mind
utility

Diagrams

communicating
computers are awful
dataviz
faster pussycat
photon choreography

Javascript/browser vector graphics

computers are awful
faster pussycat
photon choreography

Lotekno

making things
music
nusantara
South East Asia
Sunda

Playing video

compsci
computers are awful
information
making things
metrics
music
photon choreography
standards

Big history

adaptive
collective knowledge
economics
evolution
game theory
networks
social graph
sociology

Quantization

Bayes
classification
clustering
compsci
feature construction
information
networks
nonparametric
probability
sparser than thou
statistics

Sexual ethics and institutions

culture
diy
economics
ethics
gender
institutions
life
mind
networks
sex
sociology
squad
wonk

Collective care and wellbeing

agents
collective knowledge
cooperation
culture
democracy
distributed
economics
extended self
game theory
incentive mechanisms
institutions
insurgency
mind
networks
social graph
sociology
wonk

Non-negative matrix factorisation

feature construction
functional analysis
linear algebra
networks
probability
signal processing
sparser than thou
statistics

Belief propagation with loops

algebra
graphical models
how do science
machine learning
networks
neural nets
probability
statistics

Causal inference under feedback

algebra
graphical models
how do science
machine learning
networks
neural nets
probability
statistics

Learning under distribution shift

algebra
graphical models
how do science
machine learning
networks
probability
statistics

Numerical PDE solvers

algebra
computers are awful
functional analysis
linear algebra
PDEs
premature optimization
sciml

Efficient food

catastrophe
economics
incentive mechanisms
life
sustainability
wonk

Time management

bounded compute
faster pussycat
incentive mechanisms
mind

Physics-informed neural networks

calculus
dynamical systems
geometry
Hilbert space
how do science
Lévy processes
machine learning
neural nets
PDEs
physics
regression
sciml
SDEs
signal processing
statistics
statmech
stochastic processes
surrogate
time series
uncertainty

Interpersonal relationships

adaptive
bounded compute
cooperation
culture
ethics
evolution
extended self
gene
institutions
learning
mind
wonk

Optimal conditioning

algebra
graphical models
how do science
machine learning
meta learning
networks
probability
statistics

Probability

algebra
Bayes
functional analysis
probability

Wicked tail risks

adaptive
catastrophe
economics
game theory
how do science
incentive mechanisms
markets
probability
risk
statistics
wonk

Explainability of human ethical algorithms

bounded compute
collective knowledge
cooperation
culture
ethics
gene
incentive mechanisms
institutions
machine learning
neuron
sparser than thou
utility
wonk

Static website editors

computers are awful together
diy
doing internet
faster pussycat
plain text
UI
workflow

Text data processing

computers are awful
data sets
plain text
stringology

Decoupling the economy from energy

design
ecology
economics
housing
incentive mechanisms
innovation
institutions
intellectual property
making things
markets
money
physics
policy
risk
snarks
spatial
statmech
technology
the rather superior sort of city
wonk

Material basis of the economy

design
diy
ecology
economics
housing
incentive mechanisms
institutions
making things
markets
money
physics
policy
risk
snarks
spatial
statmech
the rather superior sort of city
wonk

Brain-like neuronal computation

learning
life
mind
neuron
probability
statistics
statmech

Whom to live amongst

cooperation
culture
economics
housing
incentive mechanisms
institutions
insurgency
making things
policy
spatial
straya
wonk

DNS

computers are awful
computers are awful together
confidentiality

Low-rank matrices

feature construction
functional analysis
high d
linear algebra
networks
probability
signal processing
sparser than thou
statistics

Matrix inverses

feature construction
functional analysis
high d
linear algebra
networks
probability
signal processing
sparser than thou
statistics

Canalization in human learning agents

adaptive
cooperation
evolution
learning
mind
networks
utility

Clickbait bandit problems

bandit problems
culture
economics
mind
reinforcement learning
sociology
UI
utility
wonk

Misrule, punks and ravers

adaptive
collective knowledge
communicating
cooperation
culture
design
diy
economics
institutions
making things
mind
networks
sociology
squad
status
wonk

Weaponised design

design
making things
the rather superior sort of city
wonk

Machine learning for climate systems

calculus
climate
dynamical systems
geometry
Hilbert space
how do science
machine learning
neural nets
PDEs
physics
regression
sciml
SDEs
signal processing
statistics
statmech
stochastic processes
surrogate
time series
uncertainty
wonk

Hybrid machine/human ML

computers are awful
statistics
UI
unsupervised

Ecomodernism

cooperation
economics
hand wringing
life
sustainability
wonk

Degrowth

cooperation
economics
hand wringing
life
sustainability
wonk

Data dashboards and ML demos

communicating
computers are awful
data sets
dataviz
faster pussycat
generative art
making things
photon choreography
statistics
UI
workflow

Bayesian inference for misspecified models

Bayes
how do science
statistics

Orthonormal and unitary matrices

algebra
dynamical systems
functional analysis
geometry
high d
linear algebra
measure
signal processing
spheres
stochastic processes
time series

Taking notes

computers are awful
faster pussycat
information provenance
learning
plain text
UI
workflow

Differential geometry, geometric algebra etc

algebra
functional analysis
geometry

Exit/voice dilemmas

adaptive
collective knowledge
economics
evolution
game theory
networks
social graph
sociology

Image file formats

computers are awful
generative art
making things
photon choreography

Cohousing in Australia

cooperation
culture
economics
extended self
housing
incentive mechanisms
institutions
insurgency
making things
policy
spatial
straya
wonk

Emoji

computers are awful
standards
typography

Statistics and machine learning

graphical models
how do science
machine learning
probability
statistics

Footwear

fashion
gear
health

Where next Sydney freaks?

climate
cooperation
culture
economics
housing
incentive mechanisms
institutions
insurgency
making things
policy
spatial
straya
wonk

Akrasia

bounded compute
economics
faster pussycat
incentive mechanisms
mind
utility

Random number generation

computers are awful
Monte Carlo
probabilistic algorithms
probability
pseudorandomness

Incentive alignment problems

adversarial
economics
extended self
faster pussycat
game theory
incentive mechanisms
institutions
networks
risk
security
swarm

Informations

classification
compsci
information
metrics
statistics
statmech

Academic writing workflow

academe
faster pussycat
how do science
plain text
workflow

Autism/allism spectrum

communicating
cooperation
culture
mind
sociology
utility

Mirror descent

Bregman
functional analysis
optimization
statmech

Bregman divergences

Bregman
functional analysis
optimization
statmech

Monte Carlo methods

Bayes
estimator distribution
Monte Carlo
probabilistic algorithms
probability

Potential theory in probability

algebra
dynamical systems
functional analysis
Lévy processes
PDEs
probability
SDEs
statmech
stochastic processes

Gradient descent

functional analysis
optimization
statmech

Reshipping

money
place

Approximate matrix factorisations and decompositions

feature construction
functional analysis
high d
linear algebra
networks
probability
signal processing
sparser than thou
statistics

Browser machine learning

computers are awful
javascript
machine learning
neural nets
optimization
premature optimization
standards
UI

Remix and copyright

economics
incentive mechanisms
information provenance
institutions
intellectual property
music

edge_ml

bounded compute
edge computing
machine learning
neural nets
sparser than thou

Institutions for angels

agents
collective knowledge
cooperation
culture
democracy
distributed
economics
game theory
incentive mechanisms
institutions
insurgency
mind
networks
policy
rhetoric
social graph
sociology
wonk

Generalised autoregressive processes

dynamical systems
Hilbert space
Lévy processes
probability
regression
signal processing
statistics
stochastic processes
time series

Secure Scuttlebutt et al

computers are awful together
confidentiality
distributed
diy
economics
P2P

Non-uniform signal sampling

dynamical systems
Hilbert space
signal processing
statistics
time series

Doing it yourself

adaptive
collective knowledge
communicating
cooperation
culture
design
diy
economics
institutions
making things
mind
networks
sociology
squad
status
wonk

Doing complicated things the obvious way

adaptive
collective knowledge
cooperation
culture
economics
evolution
faster pussycat
incentive mechanisms
institutions
mind
networks
snarks
sociology
wonk

Firefox

computers are awful
computers are awful together
faster pussycat
standards
UI

Real estate economics

cooperation
culture
economics
housing
incentive mechanisms
institutions
insurgency
making things
policy
spatial
straya
the rather superior sort of city
wonk

Large sample theory

Gaussian
likelihood
optimization
probability
statistics

The social brain

adaptive
adversarial
bounded compute
collective knowledge
cooperation
culture
economics
ethics
evolution
extended self
gene
incentive mechanisms
institutions
mind
networks
neuron
rhetoric
snarks
social graph
sociology
swarm
wonk

Genetic programming

agents
optimization
probabilistic algorithms
swarm

Learnable coarse-graining

Bayes
machine learning
physics
statmech
surrogate

Plotting in python

communicating
computers are awful
dataviz
photon choreography
python

AV controller interfaces

lua
machine learning
making things
music
real time
UI

Ergonomics

faster pussycat
health

Noise pollution

cooperation
design
diy
economics
housing
incentive mechanisms
institutions
making things
mind
neuron
policy
spatial
straya
the rather superior sort of city

Crisis, collapse etc

catastrophe
economics
game theory
wonk

Polynomial bases

convolution
functional analysis
Hilbert space
nonparametric
signal processing

Gaussian process regression

functional analysis
Gaussian
generative
Hilbert space
kernel tricks
nonparametric
regression
spatial
stochastic processes
time series

Python spatial statistics

data sets
Gaussian
python
spatial
standards
statistics
time series

Semidefinite proramming

functional analysis
optimization
statmech

Matrix calculus

algebra
calculus
functional analysis
linear algebra
optimization

Healthcare in Australia

health
policy
straya
wonk

M-open, M-complete, M-closed

Bayes
how do science
statistics

M-open, M-complete, M-closed

Bayes
how do science
statistics

(Reproducing) kernel tricks

algebra
functional analysis
Hilbert space
kernel tricks
metrics
nonparametric

Devcontainers

computers are awful
diy

Geoscience

Gaussian
Hilbert space
kernel tricks
spatial
statistics
stochastic processes
time series

Hydra for tracking machine learning experiments

computers are awful
faster pussycat
how do science
information provenance
premature optimization

Bio marker tracking

causality
drugs
faster pussycat
fit
gene
institutions
mind

Hypothesis tests, statistical

algebra
Bayes
decision theory
functional analysis
Hilbert space
how do science
linear algebra
machine learning
model selection
nonparametric
statistics
uncertainty

Reinforcement learning

bandit problems
control
signal processing
stochastic processes
stringology

3d data

computers are awful
faster pussycat
photon choreography

Codebraid

academe
computers are awful
faster pussycat
how do science
information provenance
julia
plain text
premature optimization
python
R
UI
workflow

Calendars and scheduling software

confidentiality
diy
standards

Gaussian process ensembles

algebra
approximation
Gaussian
generative
graphical models
Hilbert space
kernel tricks
machine learning
networks
optimization
probability
statistics

Synchronising config files across machines

computers are awful
computers are awful together
distributed
diy
P2P

Blogdown

academe
doing internet
faster pussycat
how do science
plain text
workflow

The returns on hierarchy in group coordination

cooperation
culture
economics
evolution
extended self
incentive mechanisms
mind
social graph
wonk

Homebrew

compsci
computers are awful
POSIX
premature optimization

Model-based NN

dynamical systems
linear algebra
machine learning
neural nets
optimization
regression
sciml
signal processing
sparser than thou
statmech
stochastic processes

Position encoding

approximation
dynamical systems
functional analysis
Hilbert space
machine learning
neural nets

Journalism, normative

agents
collective knowledge
cooperation
distributed
economics
game theory
incentive mechanisms
information provenance
institutions
networks
swarm
virality
wonk

Curators of nice bits of internet

computers are awful together
information provenance
making things

Decaying sinusoid dictionaries

dynamical systems
functional analysis
Hilbert space
linear algebra
signal processing
time series

Markdown

academe
computers are awful
faster pussycat
plain text
UI
workflow

Neural nets that do symbolic maths

compsci
language
machine learning
meta learning
networks
neural nets
NLP
stringology

Spatial data in R

computers are awful
data sets
dataviz
faster pussycat
Gaussian
generative art
making things
photon choreography
R
spatial
standards
statistics

Noise contrastive estimation

approximation
Bayes
Bregman
feature construction
likelihood free
machine learning
measure
metrics
probability
statistics
time series

Statistical mechanics of statistics

dynamical systems
machine learning
neural nets
physics
pseudorandomness
sciml
statistics
statmech
stochastic processes

Fish shell

computers are awful
faster pussycat
macos
plain text
POSIX

Bayesian model calibration

functional analysis
how do science
model selection
optimization
statmech
surrogate

Institutions and governance for mass conversation

bandit problems
boring
cooperation
culture
democracy
economics
ethics
mind
rhetoric
snarks
sociology
wonk

Tabular data processing in python

approximation
Bayes
clustering
high d
linear algebra
networks
optimization
probabilistic algorithms
probability
sparser than thou
statistics

Matrix norms, divergences, metrics

algebra
feature construction
functional analysis
high d
Hilbert space
linear algebra
networks
optimization
probability
signal processing
sparser than thou
statistics

Stylus input

academe
making things
plain text
real time
UI

Livescribe

academe
making things
plain text
real time
UI

Bayes functional regression

functional analysis
Gaussian
generative
Hilbert space
kernel tricks
nonparametric
regression
spatial
stochastic processes
time series

Non-Gaussian Bayesian functional regression

Hilbert space
kernel tricks
PDEs
regression
spatial
stochastic processes
time series

State filtering for hidden Markov models

Bayes
dynamical systems
linear algebra
probability
signal processing
state space models
statistics
time series

Nerdview

language

Singular Value Decomposition

feature construction
functional analysis
high d
linear algebra
networks
probability
signal processing
sparser than thou
statistics

Neural learning dynamical systems

calculus
dynamical systems
geometry
Hilbert space
how do science
Lévy processes
machine learning
neural nets
physics
regression
sciml
SDEs
signal processing
statistics
statmech
stochastic processes
surrogate
time series
uncertainty

Dropbox if you must

computers are awful
computers are awful together
distributed
diy
P2P

Saying “Bayes” is not enough

Bayes
bounded compute
how do science
Monte Carlo
statistics

Gradient descent, first-order, stochastic

functional analysis
neural nets
optimization
SDEs
stochastic processes

Belief propagation and related algorithms

algebra
approximation
Bayes
distributed
dynamical systems
Gaussian
generative
graphical models
machine learning
networks
optimization
probability
signal processing
state space models
statistics
stochastic processes
swarm
time series

Canonical correlation

algebra
Bayes
convolution
functional analysis
Hilbert space
linear algebra
machine learning
model selection
nonparametric
statistics
uncertainty

Method of Adjoints for differentiating through ODEs

Bayes
dynamical systems
linear algebra
probability
signal processing
state space models
statistics
time series

Differentiable PDE solvers

geometry
how do science
machine learning
PDEs
physics
sciml
statmech
stochastic processes
surrogate
uncertainty

IPython

computers are awful
python

Matrix square roots

feature construction
functional analysis
high d
linear algebra
networks
probability
signal processing
sparser than thou
statistics

Databases (for scientists)

computers are awful
concurrency hell
data sets

Conformal prediction

Bayes
statistics
stochastic processes
surrogate
uncertainty

Multi-objective optimisation

economics
machine learning
model selection
neural nets
optimization
regression
sparser than thou
spatial
stochastic processes
time series

Distances between Gaussian distributions

algebra
Gaussian
geometry
high d
linear algebra
measure
probability
signal processing
spheres
statistics

Reparameterization methods for MC gradient estimation

approximation
Bayes
density
likelihood free
Monte Carlo
nonparametric
optimization
probabilistic algorithms
probability
sciml
statistics

Combining kernels

Hilbert space
kernel tricks
metrics
signal processing
statistics
stochastic processes

Numerical libraries

computers are awful
number crunching
premature optimization
python

Scheduling jobs on HPC clusters for modern ML nerds

computers are awful
computers are awful together
concurrency hell
distributed
premature optimization

Probabilistic neural nets

Bayes
convolution
density
likelihood free
machine learning
neural nets
nonparametric
sparser than thou
uncertainty

Neural implicit representations

dynamical systems
functional analysis
machine learning
neural nets

Neural rendering

dynamical systems
functional analysis
machine learning
neural nets

Dynamics of recommender systems and other AI social interventions at societal scale

classification
collective knowledge
confidentiality
culture
economics
ethics
faster pussycat
game theory
how do science
incentive mechanisms
innovation
language
machine learning
mind
neural nets
NLP
sociology
stringology
technology
UI
wonk

Covariance estimation

algebra
functional analysis
Hilbert space
kernel tricks
metrics
nonparametric
regression
sparser than thou
statistics

Generative AI workflows and hacks 2023

economics
faster pussycat
innovation
language
machine learning
neural nets
NLP
stringology
technology
UI

Legibility and automation

classification
collective knowledge
confidentiality
culture
ethics
game theory
how do science
incentive mechanisms
sociology
wonk

Lua

computers are awful
lua
number crunching
premature optimization

Model order reduction

feature construction
functional analysis
linear algebra
machine learning
networks
neural nets
PDEs
physics
probability
sparser than thou
statistics
statmech
surrogate
topology

Secure chat systems

communicating
computers are awful
confidentiality
encryption

Agent-based models

agents
economics
mind
sociology

ΦFlow

geometry
how do science
machine learning
PDEs
physics
statmech
stochastic processes
surrogate
uncertainty

Code editors

compsci
computers are awful
faster pussycat
plain text
UI

Performance indicators, Measurement, analytics

economics
faster pussycat
incentive mechanisms
institutions
networks
statistics

Online collaboration tools

academe
communicating
computers are awful together
distributed
diy
mind
photon choreography
UI

Leakage in predictive models

estimator distribution
linear algebra
model selection
probability
statistics

Configuring python with “.env” files

computers are awful
python

Cheap talk

bandit problems
cooperation
culture
democracy
economics
ethics
mind
rhetoric
snarks
sociology
wonk

Optimal rotations

algebra
calculus
functional analysis
geometry
high d
linear algebra
measure
optimization
probability
signal processing
sparser than thou
spheres

Webmail systems

communicating
computers are awful
computers are awful together
confidentiality
diy
encryption
faster pussycat
office
plain text
POSIX
UI

Email clients on linux

communicating
computers are awful
computers are awful together
confidentiality
encryption
faster pussycat
office
POSIX
UI

Expectation propagation

approximation
Bayes
concurrency hell
graphical models
probabilistic algorithms
statistics

MLP-Mixer neural networks

machine learning
neural nets
signal processing

Contemporary neo-feudalism & endimming

catastrophe
cooperation
culture
economics
wonk

Particle filters

Bayes
Monte Carlo
particle
probabilistic algorithms
probability
sciml
signal processing
state space models
statistics
swarm
time series

Practical text generation and writing assistants

faster pussycat
language
machine learning
NLP
real time
signal processing
stringology
UI

PDF viewers

computers are awful
information provenance
office
UI

(Nearly-)Convex relation of nonconvex problems

feature construction
functional analysis
Hilbert space
machine learning
optimization
statmech

Markdown editors

academe
computers are awful
faster pussycat
plain text
UI
workflow

Visual Studio Code for prose

computers are awful
faster pussycat
plain text
UI
workflow

Sparse coding with learnable dictionaries

convolution
high d
Hilbert space
linear algebra
nonparametric
optimization
regression
signal processing
sparser than thou

Online whiteboards

academe
communicating
computers are awful together
distributed
diy
mind
photon choreography
UI

Teaching mathematics and especially statistics

academe
communicating
faster pussycat
learning
mind
statistics

Tensor decompositions

algebra
Hilbert space

Transport maps

approximation
Bayes
density
likelihood free
nonparametric
optimization
probabilistic algorithms
probability
statistics

UX

design
making things
photon choreography
UI

Contemporary techno-horror

catastrophe
culture
history
language
mind
wonk
writing

Science Fiction

catastrophe
culture
history
language
mind
wonk

Disgust

culture
history
language
mind
wonk

External validity

algebra
graphical models
how do science
machine learning
networks
probability
statistics

Scaling laws for very large neural nets

bounded compute
functional analysis
machine learning
model selection
optimization
statmech

The Matrix-Gaussian distribution

algebra
geometry
high d
linear algebra
measure
probability
signal processing
spheres
statistics

Interoperating with R

computers are awful
number crunching
R
statistics

UIs in Python

computers are awful
concurrency hell
premature optimization
python
UI

Generative flow nets

approximation
Bayes
generative
likelihood free
Monte Carlo
neural nets
optimization
probabilistic algorithms
probability
statistics
unsupervised

Diffusion of innovations

adaptive
collective knowledge
economics
hidden variables
incentive mechanisms
institutions
mind
networks
social graph
sociology
technology
virality
wonk

Last-layer Bayes neural nets

algebra
Bayes
convolution
density
functional analysis
Hilbert space
likelihood free
linear algebra
machine learning
nonparametric
sparser than thou
uncertainty

Last-layer Bayes neural nets

Bayes
convolution
density
likelihood free
machine learning
neural nets
nonparametric
sparser than thou
uncertainty

IDEs for Julia

compsci
computers are awful
julia
UI

manim

communicating
computers are awful
learning
photon choreography
python

Visualising probabilistic graphical models

algebra
computers are awful
dataviz
faster pussycat
graphical models
machine learning
networks
photon choreography
probability
statistics

Maths hacks

faster pussycat
mathematics

Web API automation

browser
compsci
computers are awful together
diy
doing internet
faster pussycat

Conference posters

academe
computers are awful
photon choreography

Web scraping

browser
computers are awful together
confidentiality
diy
doing internet
faster pussycat

Browser graphics

computers are awful
faster pussycat
photon choreography

Statistics and ML in python

computers are awful
neural nets
python
statistics

Research data sharing

academe
data sets
how do science
information provenance

Drugs, recreational

chemistry
drugs
health
mind
neuron

Gradients and message-passing

algebra
approximation
Bayes
distributed
dynamical systems
generative
graphical models
machine learning
networks
optimization
probability
signal processing
state space models
statistics
stochastic processes
swarm
time series

Numerical python

compsci
computers are awful
premature optimization
python

Schelling-Goodhart coordination problems

economics
game theory
incentive mechanisms
institutions
machine learning
optimization
religion
statistics
utility

Comfy Ubuntu

compsci
computers are awful
POSIX
premature optimization

Highly performative computing

computers are awful
computers are awful together
concurrency hell
distributed
premature optimization

Password management

computers are awful
computers are awful together
confidentiality
cryptography
security

Image search

computers are awful together
faster pussycat
information provenance
making things
photon choreography
search
standards

Special LaTeX symbols

computers are awful
faster pussycat
LaTeX
typography

Elliptical distributions

algebra
density
geometry
high d
linear algebra
measure
probability
risk
signal processing
spheres
statistics

BibLaTeX

academe
collective knowledge
computers are awful
faster pussycat
how do science
workflow

Economic development

cooperation
economics
hand wringing
wonk

Graph neural nets

algebra
functional analysis
geometry
machine learning
networks
neural nets

Synchronising files across machines

computers are awful
computers are awful together
concurrency hell
distributed
diy
P2P

Open Source (mostly software)

collective knowledge
cooperation
economics
information provenance
innovation
institutions
making things

Typing weird symbols

computers are awful
typography

Machine learning for physical sciences

calculus
dynamical systems
geometry
Hilbert space
how do science
machine learning
neural nets
PDEs
physics
regression
sciml
SDEs
signal processing
statistics
statmech
stochastic processes
surrogate
time series
uncertainty

COVID-19 in practice

branching
count data
diy
fit
health
life
networks
risk
SDEs
stochastic processes
straya
time series

Mind as statistical learner

collective knowledge
learning
life
mind
probability
statistics
statmech

Density ratio tricks

approximation
Bayes
feature construction
likelihood free
machine learning
measure
metrics
probability
statistics
time series

Growing up

cooperation
culture
incentive mechanisms
learning
mind
snarks
wonk

Statistical relational learning

causality
networks
statistics
stringology

Adverse advice selection

algebra
graphical models
how do science
machine learning
networks
probability
statistics

Adverse advice selection

algebra
graphical models
how do science
machine learning
networks
probability
statistics

Conditioning non-specific advice

algebra
collective knowledge
cooperation
culture
economics
ethics
graphical models
how do science
networks
probability
statistics

Hamiltonian and Langevin Monte Carlo

Bayes
generative
geometry
how do science
information
Monte Carlo
physics
statistics

Explorables and interactives

academe
communicating
computers are awful
data sets
dataviz
faster pussycat
generative art
how do science
learning
making things
mind
number crunching
photon choreography
statistics
UI
workflow

Plotly

communicating
computers are awful
photon choreography
python

But what can I do?

democracy
economics
insurgency
networks
social graph
straya
wonk

Interaction effects and subgroups are probably what we want to estimate

algebra
graphical models
how do science
machine learning
meta learning
networks
probability
statistics

Personalized medicine

causality
economics
faster pussycat
fit
gene
graphical models
how do science
machine learning
mind
probability
statistics

How to communicate

bandit problems
boring
bounded compute
communicating
cooperation
culture
democracy
economics
ethics
extended self
faster pussycat
institutions
mind
rhetoric
snarks
sociology
standards
wonk

Scientific writing

collective knowledge
communicating
how do science
information provenance
language
making things
writing

Queerness

culture
diy
gender
sex
sociology
wonk

Blogroll

academe
computers are awful together
faster pussycat
information provenance
learning
UI
workflow

Culture wars

computers are awful together
confidentiality
democracy
economics
evolution
game theory
insurgency
networks
P2P
social graph
virality
wonk

Electric cars

diy
hardware
travel

Organising a photo collection

computers are awful
faster pussycat
making things
music
photon choreography
standards

Feelings, applied

adaptive
bounded compute
cooperation
culture
ethics
evolution
gene
incentive mechanisms
institutions
learning
mind
wonk

Email hosts

communicating
computers are awful
computers are awful together
confidentiality
encryption
faster pussycat

Emancipating my tribe

communicating
cooperation
culture
economics
making things
mind
squad
wonk

Deep learning as a dynamical system

calculus
classification
dynamical systems
geometry
Hilbert space
how do science
Lévy processes
machine learning
neural nets
PDEs
physics
regression
sciml
SDEs
signal processing
statistics
statmech
stochastic processes

The edge of chaos

compsci
dynamical systems
machine learning
neural nets
physics
statistics
statmech
stochastic processes

Pluralism, multiculturalism, politics

bandit problems
boring
cooperation
culture
democracy
economics
ethics
mind
rhetoric
snarks
sociology
wonk

Casual anthropic principles

collective knowledge
cooperation
distributed
game theory
how do science
insurgency
networks
probability
sociology
statistics
wonk

Bayesian sparsity

Bayes
high d
information
model selection
regression
sparser than thou
statistics

Python pickling

computers are awful
concurrency hell
distributed
number crunching
premature optimization
workflow

Randomised linear algebra

algebra
approximation
feature construction
functional analysis
geometry
high d
linear algebra
measure
metrics
model selection
probabilistic algorithms
probability
signal processing
sparser than thou

Online learning

Bayes
dynamical systems
linear algebra
optimization
probability
signal processing
statistics
time series

Neural tangent kernel

algebra
Bayes
functional analysis
Gaussian
Hilbert space
kernel tricks
machine learning
metrics
model selection
neural nets
nonparametric
optimization
probabilistic algorithms
SDEs
stochastic processes

Editing images

computers are awful
generative art
making things
photon choreography

Posterior Gamma process samples by updating prior samples

functional analysis
Gaussian
generative
Hilbert space
kernel tricks
machine learning
nonparametric
particle
PDEs
physics
point processes
probability
regression
SDEs
spatial
statistics
stochastic processes
time series
uncertainty

Continuous and equilibrium probabilistic graphical models

graphical models
machine learning
networks
probability
statistics

Tribal sorting and polarization

collective knowledge
cooperation
distributed
game theory
how do science
insurgency
networks
social graph
sociology
squad
wonk

Forecasting

model selection
regression
signal processing
statistics
stochastic processes
time series

Intellectual property

collective knowledge
cooperation
economics
ethics
incentive mechanisms
innovation
institutions
technology

Transcoding

compsci
computers are awful
information
making things
metrics
music
photon choreography
standards

Precision matrix estimation

algebra
functional analysis
Hilbert space
kernel tricks
metrics
nonparametric
regression
sparser than thou
statistics

(Weighted) least squares fits

Hilbert space
linear algebra
optimization
regression
statistics

Biomimetic algorithms

agents
learning
life
neuron
optimization
probabilistic algorithms
swarm

Multi level marketing

collective knowledge
cooperation
distributed
game theory
how do science
insurgency
networks
probability
sociology
statistics
wonk

Learning graphical models from data

algebra
graphical models
machine learning
networks
probability
statistics

Bayesian inverse problems in function space

functional analysis
linear algebra
probability
sparser than thou
spatial
statistics

Squads

cooperation
culture
diy
economics
institutions
insurgency
rhetoric
social graph
wonk

Depression

health
mind

Gaussian process inference by partial updates

functional analysis
Gaussian
generative
geometry
Hilbert space
kernel tricks
optimization
regression
spatial
statistics
stochastic processes
time series

Generalised Ornstein-Uhlenbeck processes

dynamical systems
Hilbert space
Lévy processes
probability
regression
signal processing
statistics
stochastic processes
time series

Conditional expectation and probability

algebra
Bayes
functional analysis
networks
probability

Ensemble Kalman methods for training neural networks

Bayes
dynamical systems
likelihood free
linear algebra
machine learning
Monte Carlo
neural nets
nonparametric
particle
probability
sciml
signal processing
sparser than thou
statistics
statmech
stochastic processes
time series
uncertainty

Penalised/regularised regression

Bayes
functional analysis
linear algebra
model selection
optimization
probability
signal processing
sparser than thou
statistics

Eye/head-tracking input

academe
making things
plain text
real time
UI

Multi-agent self

adaptive
adversarial
bounded compute
collective knowledge
cooperation
culture
economics
ethics
evolution
extended self
gene
incentive mechanisms
institutions
mind
networks
neuron
rhetoric
snarks
social graph
sociology
wonk

Data versioning

computers are awful
data sets
information provenance
workflow

Laplace approximations in inference

Bayes
feature construction
machine learning
Monte Carlo
probabilistic algorithms
probability
signal processing
state space models
statistics

Soft methodology of science

adaptive
collective knowledge
economics
faster pussycat
how do science
incentive mechanisms
institutions
mind
networks
sociology

Gaussian belief propagation

algebra
approximation
Bayes
distributed
dynamical systems
Gaussian
generative
graphical models
Hilbert space
linear algebra
machine learning
networks
optimization
probability
signal processing
state space models
statistics
stochastic processes
swarm
time series

Scattering transforms

computers are awful
machine learning
machine listening
making things
music
signal processing
sparser than thou

Distributional robustness in inference

adversarial
AI
functional analysis
game theory
learning
metrics
optimization
probability
statistics

State space reconstruction

count data
dynamical systems
stringology
time series

Managing people

adversarial
bounded compute
communicating
cooperation
economics
faster pussycat
game theory
institutions
mind
networks
rhetoric

Factorial hidden Markov models

Bayes
dynamical systems
linear algebra
probability
signal processing
state space models
statistics
time series

Mellin transforms

functional analysis
Hilbert space
linear algebra
signal processing
sparser than thou

Semantics

classification
communicating
feature construction
high d
language
machine learning
metrics
mind
NLP

Cluster B personality disorders

adversarial
bounded compute
communicating
cooperation
culture
mind

Generic variance reduction in Monte Carlo samplers

Bayes
estimator distribution
Markov processes
Monte Carlo
probabilistic algorithms
probability

Elliptical belief propagation

algebra
approximation
Bayes
distributed
dynamical systems
Gaussian
generative
graphical models
Hilbert space
linear algebra
machine learning
networks
optimization
probability
signal processing
state space models
statistics
stochastic processes
swarm
time series

Apptainer

computers are awful
diy

Recommender systems

approximation
Bayes
clustering
high d
linear algebra
networks
optimization
probabilistic algorithms
probability
sparser than thou
statistics

Practical LaTeX fonts and character sets

computers are awful
faster pussycat
LaTeX
typography

Video conferencing

communicating
computers are awful together
confidentiality
encryption

Automatic differentiation in Julia

algebra
computers are awful
functional analysis
julia
linear algebra
number crunching
optimization

Neural nets with implicit layers

dynamical systems
linear algebra
machine learning
neural nets
optimization
regression
sciml
signal processing
sparser than thou
statmech
stochastic processes

Proof assistants

compsci
language
networks
stringology

Tracking experiments in machine learning

computers are awful
faster pussycat
how do science
information provenance
premature optimization

Observablejs

computers are awful
dataviz
javascript
photon choreography
UI

Vector icons

computers are awful
javascript
UI

Social factors in information security

bounded compute
computers are awful
computers are awful together
confidentiality
cooperation
economics
security
wonk

Mathematics without LaTeX

compsci
computers are awful
faster pussycat
LaTeX
typography
UI

Futurism

cooperation
economics
hand wringing
wonk

Learning Gamelan

convolution
functional analysis
music
neural nets
nonparametric
signal processing
sparser than thou

ELBO

approximation
optimization
probability
statistics

Privilege accountancy

bandit problems
boring
cooperation
culture
democracy
economics
ethics
mind
rhetoric
snarks
sociology
wonk

Mechanism design for reputation systems

collective knowledge
cooperation
culture
democracy
economics
ethics
game theory
how do science
incentive mechanisms
mind
networks
rhetoric
social graph
sociology
wonk

Spreadsheetalikes

computers are awful
faster pussycat
number crunching
office
UI

Javascript mathematics

computers are awful
javascript
photon choreography

Virtual private mesh networks

computers are awful together
confidentiality
cryptography
diy

Gaussian process regression software

functional analysis
Gaussian
generative
Hilbert space
kernel tricks
nonparametric
regression
spatial
stochastic processes
time series

Scenius

communicating
distributed
economics
faster pussycat
game theory
institutions
learning
mind
networks

Diversity in teams

agents
collective knowledge
communicating
cooperation
culture
distributed
economics
faster pussycat
game theory
incentive mechanisms
institutions
insurgency
mind
networks
policy
rhetoric
sociology
squad
wonk

Neural learning for spatiotemporal systems

dynamical systems
machine learning
neural nets
sciml
SDEs
signal processing
spatial
stochastic processes
time series

Bayes linear regression and basis-functions in Gaussian process regression

algebra
approximation
Gaussian
generative
graphical models
Hilbert space
kernel tricks
machine learning
networks
optimization
probability
statistics

Simulating Gaussian processes on a lattice

Gaussian
Hilbert space
kernel tricks
Lévy processes
nonparametric
regression
spatial
stochastic processes
time series

Models of human cultural reproduction

adaptive
collective knowledge
economics
evolution
game theory
networks
social graph
sociology

Subculture dynamics

adaptive
collective knowledge
culture
economics
evolution
game theory
history
networks
social graph
sociology

Player vs game

adaptive
collective knowledge
economics
evolution
faster pussycat
game theory
incentive mechanisms
institutions
networks
social graph
sociology

Integrated Nested Laplace Approximation

Bayes
feature construction
machine learning
Monte Carlo
probabilistic algorithms
probability
signal processing
state space models
statistics

Red queen social signal dynamics

adaptive
collective knowledge
economics
ethics
evolution
game theory
networks
social graph
sociology

Bayes for beginners

Bayes
generative
how do science
Monte Carlo
statistics

Partial differential equations

algebra
functional analysis
linear algebra
PDEs

Trauma and resilience

catastrophe
culture
economics
ethics
health
incentive mechanisms
mind
rhetoric
snarks
sociology
wonk

Data centric AI

computers are awful
data sets
information provenance
workflow

Julia, the programming language

computers are awful
dataviz
julia
number crunching
premature optimization

Fun tricks in non-convex optimisation

functional analysis
optimization
statmech

Empirical mode decomposition

functional analysis
Hilbert space
probability
signal processing

Performance indicators, measurement, analytics

economics
faster pussycat
incentive mechanisms
institutions
networks
statistics

Being stroppy

adaptive
collective knowledge
economics
evolution
game theory
networks
social graph
sociology

Intro to probability

algebra
graphical models
how do science
machine learning
networks
probability
statistics

Astroturf and artificial reefs

adaptive
collective knowledge
cooperation
culture
design
diy
economics
housing
incentive mechanisms
institutions
making things
policy
sociology
spatial
the rather superior sort of city
wonk

Blame engineering

adaptive
cooperation
culture
economics
engineering
ethics
incentive mechanisms
institutions
risk
wonk

Inverse problems

functional analysis
linear algebra
probability
sparser than thou
statistics

Betting

diy
finance
money
probability

Gender identity

culture
diy
extended self
gender
gene
sex
sociology
wonk

Invasive arguments

adaptive
collective knowledge
economics
game theory
hidden variables
incentive mechanisms
institutions
mind
networks
social graph
sociology
virality
wonk

Stochastic signal sampling

dynamical systems
Hilbert space
signal processing
statistics
time series

Signal sampling

dynamical systems
functional analysis
Hilbert space
signal processing
statistics
time series

Tokenism or table stakes?

communicating
cooperation
culture
economics
mind
wonk

Social justice games, colonial games

communicating
cooperation
culture
economics
evolution
game theory
mind
wonk

Generic dependency managers

computers are awful
python

Workhacks

communicating
cooperation
economics
faster pussycat
game theory
institutions
mind
money
networks
rhetoric

Institutions

cooperation
economics
hand wringing
incentive mechanisms
institutions
snarks
wonk

HDF5

computers are awful
data sets
standards

Markov Chain Monte Carlo methods

Bayes
estimator distribution
generative
Markov processes
Monte Carlo
probabilistic algorithms
probability

Markov decision problems

bandit problems
control
dynamical systems
linear algebra
optimization
probability
signal processing
statistics
stochastic processes
stringology
time series

Plants

gender
gene
life
photon choreography
self similar
sex
star omics
wonk

Machine learning and statistics in Julia

computers are awful
julia
neural nets
number crunching
optimization
premature optimization
python
statistics

Emergent spacetime

functional analysis
geometry
networks
physics
probability
quantum
statistics
statmech

Stochastic partial differential equations

Banach space
dynamical systems
Hilbert space
Lévy processes
probability
SDEs
signal processing
spatial
stochastic processes
time series

Applied psephology

Bayes
hidden variables
hierarchical models
insurgency
networks
regression
statistics
wonk

Public speech norms as compatibility problem

bandit problems
boring
bounded compute
communicating
cooperation
culture
democracy
economics
ethics
faster pussycat
institutions
mind
rhetoric
snarks
sociology
standards
wonk
writing

GUIs for numerical array data

computers are awful
data sets
number crunching
spatial
statistics
UI

Database and data file GUIs

computers are awful
data sets
statistics
UI

Crowd-sourced science

buzzword
collective knowledge
distributed
economics
game theory
how do science
information provenance
spatial
the rather superior sort of city

Memetics

adaptive
collective knowledge
economics
hidden variables
incentive mechanisms
institutions
learning
mind
networks
social graph
sociology
virality
wonk

Email

communicating
computers are awful
computers are awful together
confidentiality
encryption
faster pussycat
office

System identification using particle filters

Bayes
Monte Carlo
particle
probabilistic algorithms
probability
sciml
signal processing
state space models
statistics
time series

(Discrete-measure)-valued stochastic processes

classification
machine learning
nonparametric
probability
regression
SDEs
spatial
statistics
stochastic processes
uncertainty

Forecasting with model averaging

dynamical systems
model selection
particle
regression
signal processing
statistics
stochastic processes
time series

Measure-valued stochastic processes

functional analysis
kernel tricks
machine learning
nonparametric
PDEs
physics
point processes
probability
regression
SDEs
spatial
statistics
stochastic processes
uncertainty

knitr/RMarkdown etc

faster pussycat
how do science
premature optimization
R
workflow

Farming and husbandry of black swans and dragon kings

catastrophe
density
economics
how do science
incentive mechanisms
markets
probability
risk
statistics

Causal graphical model reading group 2022

algebra
how do science
machine learning
networks
probability
statistics

Inference without KL divergence

approximation
Bayes
how do science
measure
metrics
Monte Carlo
probability
statistics

Generalized Bayesian Computation

approximation
Bayes
functional analysis
generative
how do science
measure
metrics
Monte Carlo
nonparametric
probability
statistics
stochastic processes

SLAM

algebra
approximation
Bayes
distributed
dynamical systems
Gaussian
generative
graphical models
Hilbert space
linear algebra
machine learning
networks
optimization
probability
signal processing
state space models
statistics
stochastic processes
swarm
time series

Vecchia factoring of GP likelihoods

algebra
approximation
Gaussian
generative
graphical models
Hilbert space
kernel tricks
machine learning
networks
optimization
probability
statistics

Synchrony between things, especially organisms

dynamical systems
making things
music
signal processing
sync

Utopian governance

economics
extended self
incentive mechanisms
institutions
markets
money
wonk

Groupthink and the wisdom of crowds

cooperation
culture
democracy
distributed
economics
extended self
rhetoric
sociology
squad
wonk

Hierarchical models

hidden variables
hierarchical models
machine learning
meta learning
networks
probability
regression
statistics

Model fairness

adversarial
game theory
machine learning
wonk

Social media if you must

computers are awful
computers are awful together
confidentiality
diy
doing internet
fit
mind
wonk

Markov bridge processes

Lévy processes
point processes
probability
spatial
stochastic processes

Email clients

communicating
computers are awful
computers are awful together
confidentiality
encryption
faster pussycat
office
UI

Tracking my website traffic

computers are awful together
faster pussycat
UI
workflow

Social norms

culture
economics
ethics
institutions
mind
networks
social graph
standards
virality

This is a simulation

complexity
compsci
economics
how do science
innovation
mind
pseudorandomness
quantum
statmech
technology

Beta Processes

algebra
geometry
linear algebra
Lévy processes
measure
probability
signal processing
sparser than thou
stochastic processes
time series

Stationary Gamma processes

algebra
geometry
linear algebra
Lévy processes
measure
probability
signal processing
sparser than thou
stochastic processes
time series

Particle Markov Chain Monte Carlo

algebra
approximation
Bayes
distributed
dynamical systems
generative
graphical models
machine learning
Monte Carlo
networks
optimization
probabilistic algorithms
probability
signal processing
state space models
statistics
stochastic processes
swarm
time series

Typesetting algorithms in LaTeX

compsci
computers are awful
faster pussycat
LaTeX
plain text
typography
UI
workflow

Bayesian nonparametric statistics

Bayes
functional analysis
Gaussian
generative
how do science
Monte Carlo
nonparametric
statistics
stochastic processes

The levels of simulacra

adaptive
collective knowledge
economics
ethics
evolution
game theory
language
networks
semantics
sociology

Probabilistic neural nets

Bayes
convolution
density
likelihood free
machine learning
neural nets
nonparametric
sparser than thou
uncertainty

Plotting for the web

computers are awful
dataviz
faster pussycat
photon choreography
UI

Playing music on the computer

computers are awful
faster pussycat
making things
music
photon choreography
standards

Beta and Dirichlet distributions

classification
Lévy processes
probability
stochastic processes
time series

Attention economy

bandit problems
bounded compute
culture
democracy
economics
mind
rhetoric
sociology
wonk

Gumbel (soft) max tricks

classification
metrics
probability
statistics

Change points

Bayes
metrics
Monte Carlo
probabilistic algorithms
signal processing
state space models
statistics
stochastic processes
time series

Pólya-Gamma augmentation trick

classification
probabilistic algorithms
probability
statistics

The language game

adaptive
agents
classification
collective knowledge
communicating
economics
evolution
information
language
learning
mind
networks
social graph
sociology
standards
stringology
virality

Detecting stationarity in stochastic processes

Hilbert space
kernel tricks
metrics
signal processing
statistics
stochastic processes

Partition-valued random variates

algebra
graphical models
machine learning
networks
PDEs
physics
point processes
probability
spatial
statistics
stochastic processes
uncertainty

Measure-valued random variates

functional analysis
kernel tricks
machine learning
nonparametric
PDEs
physics
point processes
probability
regression
SDEs
spatial
statistics
stochastic processes
uncertainty

Cloud ML compute vendors

computers are awful
concurrency hell
distributed
number crunching
premature optimization
workflow

Reservoir Computing

dynamical systems
feature construction
machine learning
networks
neural nets
probabilistic algorithms
statmech
stochastic processes

Simulating Gaussian processes

Gaussian
Hilbert space
kernel tricks
Lévy processes
nonparametric
regression
spatial
stochastic processes
time series

Multivariate Gamma distributions

algebra
geometry
high d
Lévy processes
measure
probability
signal processing
sparser than thou
spheres
stochastic processes

Wiener-Khintchine representations

functional analysis
Hilbert space
optimization
signal processing
stochastic processes

Sparse coding

convolution
high d
Hilbert space
linear algebra
nonparametric
optimization
regression
signal processing
sparser than thou

Survival analysis and reliability

density
nonparametric
point processes
probability
statistics
time series

Website cheat codes

computers are awful
making things
photon choreography
UI

Plotting in R

computers are awful
photon choreography
R
statistics

Self-supervised learning

hidden variables
likelihood free
nonparametric
statistics
unsupervised

Race, politics of

communicating
culture
economics
ethics
gene
mind
rhetoric
snarks
sociology
wonk

Opinion dynamics 1: Social contagion moves hearts and minds

adaptive
collective knowledge
cooperation
culture
economics
hidden variables
how do science
institutions
learning
mind
networks
snarks
sociology
swarm
virality
wonk

Fun with rotational symmetries

algebra
functional analysis
geometry
high d
linear algebra
measure
probability
signal processing
sparser than thou
spheres

Matrix- and vector-valued generalizations of Gamma processes

linear algebra
Lévy processes
probability
stochastic processes

Lévy Gamma processes

Lévy processes
probability
stochastic processes
time series

Gaussian processes on lattices

Bayes
dynamical systems
linear algebra
probability
signal processing
state space models
statistics
time series

OODA loops

agents
collective knowledge
cooperation
culture
democracy
distributed
dynamical systems
economics
game theory
incentive mechanisms
institutions
insurgency
optimization
time series
wonk

Institutions for devils

agents
collective knowledge
cooperation
culture
democracy
distributed
economics
game theory
incentive mechanisms
institutions
insurgency
mind
networks
policy
rhetoric
social graph
sociology
wonk

Learning Gaussian processes which map functions to functions

Gaussian
generative
geometry
Hilbert space
how do science
kernel tricks
machine learning
PDEs
physics
regression
spatial
stochastic processes
time series

Learning with conservation laws, invariances and symmetries

algebra
how do science
information
machine learning
networks
physics
probability
sciml
statistics
statmech

Subordinators

branching
point processes
probability
stochastic processes

Stability in dynamical systems

dynamical systems
functional analysis
probability
statistics

Adversarial learning

adversarial
AI
game theory
learning

Audio sample management

computers are awful
content
data sets
diy
machine listening
making things
music
search
signal processing

Moral calculus

ethics
machine learning
wonk

M-estimation

likelihood
optimization
statistics

Our eating disorder

food
health
mind

Politics as statistical learner

collective knowledge
ethics
institutions
learning
life
mind
probability
statistics
statmech

Betting and prediction markets

catastrophe
economics
how do science
incentive mechanisms
markets
probability
risk

Neurons

compsci
life
machine learning
mind
networks
neuron

Ergodicity and mixing

dynamical systems
Markov processes
statmech
time series

Window management in macOS

computers are awful
diy
macos
POSIX
UI

Diversity in society

agents
collective knowledge
communicating
cooperation
culture
democracy
distributed
economics
faster pussycat
game theory
incentive mechanisms
institutions
insurgency
mind
networks
policy
rhetoric
sociology
wonk

Experimental ethics and observational data

communicating
mind
probability
statistics

Variational inference

approximation
metrics
optimization
probabilistic algorithms
probability
statistics

Probabilistic graphical models

algebra
graphical models
machine learning
networks
probability
statistics

Random graphical models

algebra
graphical models
machine learning
networks
probability
statistics

Evolution

adaptive
evolution
gene
incentive mechanisms
optimization

Cryptocurrencies

adversarial
computers are awful together
confidentiality
cryptography
incentive mechanisms
money

Biological phylogeny

how do science
life
self similar
star omics
topology

Teaching

academe
communicating
faster pussycat
learning
mind

Outsourcing, applied

economics
faster pussycat
making things
money

Visualising geospatial data

communicating
computers are awful
dataviz
faster pussycat
generative art
making things
photon choreography
spatial

Sociology and politics of information

adaptive
collective knowledge
distributed
economics
hidden variables
incentive mechanisms
institutions
mind
networks
social graph
sociology
virality
wonk

Neural nets with basis decomposition layers

convolution
dynamical systems
Hilbert space
linear algebra
machine learning
neural nets
nonparametric
optimization
regression
signal processing
sparser than thou
statmech
stochastic processes

Here’s how I would do art with machine learning if I had to

buzzword
computers are awful
generative art
machine learning
making things
music
neural nets
photon choreography

Karhunen-Loève expansions

convolution
functional analysis
Gaussian
Hilbert space
kernel tricks
metrics
nonparametric
signal processing
statistics
stochastic processes

Running neural nets backwards

dynamical systems
linear algebra
machine learning
neural nets
optimization
regression
signal processing
sparser than thou
statmech
stochastic processes

Spatial processes and statistics thereof

data sets
Gaussian
Hilbert space
spatial
standards
statistics

Bootstrap

estimator distribution
nonparametric
probabilistic algorithms
statistics
uncertainty

Learning on manifolds

functional analysis
Gaussian
geometry
Hilbert space
how do science
kernel tricks
machine learning
networks
PDEs
physics
regression
signal processing
spatial
statistics
stochastic processes
time series
uncertainty

Prepping for the end of (my access to) the (industrialised) world

catastrophe
cooperation
economics
fashion
hand wringing
social graph
wonk

Quantum computing

compsci
physics
quantum
statmech

Feedback system identification, linear

calculus
dynamical systems
geometry
Hilbert space
how do science
Lévy processes
machine learning
neural nets
PDEs
physics
regression
sciml
SDEs
signal processing
statistics
statmech
stochastic processes
surrogate
time series
uncertainty

(Outlier) robust statistics

functional analysis
likelihood
optimization
statistics

E-readers

academe
computers are awful
faster pussycat
information provenance
learning
UI
workflow

Dunning-Kruger theory of society

cooperation
culture
how do science
incentive mechanisms
mind
snarks
wonk

Dunning-Kruger theory of institutions

cooperation
culture
evolution
how do science
incentive mechanisms
institutions
mind
snarks
wonk

Android hacks

computers are awful
portable

Care and feeding of macOS filesystems

computers are awful
macos
standards

Software package managers

computers are awful
premature optimization

Risk perception and communication

catastrophe
communicating
mind
probability
risk
statistics
wonk

Faust, the DSP language

making things
music
signal processing

Social psychology

cooperation
culture
economics
ethics
how do science
mind
networks
rhetoric
snarks
social graph
sociology
wonk

Bayesian inverse problems

functional analysis
linear algebra
probability
sparser than thou
statistics

Gamma-Beta algebra

classification
Lévy processes
probability
stochastic processes
time series

Categorical random variates

classification
metrics
probability
regression
statistics

Linux-compatible laptops

compsci
computers are awful
hardware
POSIX
premature optimization

Hardened desktop operating systems

computers are awful
confidentiality
wonk

Statistical projectivity

distributed
networks
probability
statistics

Standards hell

culture
economics
game theory
institutions
networks
standards

Models of the mind

collective knowledge
life
mind
probability
statistics
statmech

Presentations

academe
communicating
faster pussycat
office
photon choreography
standards

R packaging, installation etc

computers are awful
R
statistics

Matrix-valued random variates

algebra
geometry
high d
linear algebra
measure
probability
signal processing
spheres
statistics
stochastic processes

Music software frameworks

computers are awful
lua
making things
music
signal processing

Apple laptops

diy
hardware
music

Group size

cooperation
culture
democracy
economics
ethics
extended self
mind
networks
rhetoric
snarks
social graph
sociology
squad
wonk

Time frequency analysis

functional analysis
Hilbert space
probability
signal processing

Garbled highlights from NeurIPS 2021

neural nets
statistics

Diversity as an end in itself

agents
collective knowledge
communicating
cooperation
culture
democracy
economics
ethics
faster pussycat
game theory
incentive mechanisms
institutions
insurgency
mind
networks
policy
rhetoric
sociology
wonk

Causality via potential outcomes

algebra
graphical models
how do science
machine learning
networks
probability
statistics

Gradient descent, Newton-like, stochastic

functional analysis
neural nets
optimization
SDEs
stochastic processes

Variational state filtering

Bayes
dynamical systems
linear algebra
optimization
probability
signal processing
state space models
statistics
time series

Convolutional subordinator processes

functional analysis
kernel tricks
machine learning
PDEs
physics
point processes
regression
spatial
statistics
stochastic processes
time series
uncertainty

Random rotations

algebra
functional analysis
geometry
high d
linear algebra
measure
probability
signal processing
sparser than thou
spheres

Multi-output Gaussian process regression

Gaussian
Hilbert space
kernel tricks
regression
spatial
stochastic processes
time series

Gaussian Processes as stochastic differential equations

algebra
approximation
Bayes
distributed
dynamical systems
Gaussian
generative
graphical models
Hilbert space
kernel tricks
linear algebra
machine learning
networks
optimization
probability
sciml
signal processing
state space models
statistics
stochastic processes
time series

Ensembling neural nets

Bayes
machine learning
neural nets
particle

t-processes, t-distributions

Gaussian
Hilbert space
kernel tricks
Lévy processes
nonparametric
regression
spatial
stochastic processes
time series

Windows Subsystem for Linux

computers are awful
MS Windows
POSIX

Convolutional neural networks

machine learning
neural nets
signal processing

Gamification

bandit problems
mind
reinforcement learning
UI
wonk

Lévy processes

branching
Lévy processes
point processes
probability
spatial
statmech
stochastic processes

Financing utopia

economics
incentive mechanisms
institutions
markets
money

Cooperation amongst humans

cooperation
culture
economics
evolution
extended self
social graph
wonk

Energy-based models.

approximation
Bayes
generative
likelihood free
Monte Carlo
neural nets
optimization
probabilistic algorithms
probability
statistics
unsupervised

Deep generative models

approximation
Bayes
generative
likelihood free
Monte Carlo
neural nets
optimization
probabilistic algorithms
probability
statistics
unsupervised

Digital nostalgia

computers are awful
information provenance
making things

Sexy plants

gender
gene
life
photon choreography
self similar
sex
star omics
wonk

Teaching and doing mathematics remotely

academe
communicating
mind
photon choreography
UI

Spectral graph theory

algebra
clustering
linear algebra
networks
topology

Better homes and societies

economics
extended self
mind
policy
wonk

Probably Approximately Correct

machine learning
optimization
statistics

Survey modelling

Bayes
confidentiality
hidden variables
hierarchical models
mind
networks
ordinal
regression
sociology
statistics
wonk

Eyewear

fashion
gear
health

German

language
learning
mitteleuropa

Networks and graphs, theory thereof

clustering
dynamical systems
networks
topology

Knowledge geometry

collective knowledge
how do science
stringology
topology

Economics on networks

culture
economics
game theory
institutions
mind
networks
standards

Neural music synthesis

algebra
generative art
machine learning
machine listening
making things
music
networks
probability
signal processing
statistics

Fun with determinants

algebra
functional analysis
Gaussian
Hilbert space
linear algebra

Random neural networks

dynamical systems
feature construction
machine learning
networks
neural nets
probabilistic algorithms
statmech
stochastic processes

Dual booting MS Windows and linux

compsci
computers are awful
MS Windows
POSIX
premature optimization

Planning under uncertainty

Bayes
collective knowledge
economics
how do science
mind
sociology

Multilinear algebra

algebra
functional analysis
Hilbert space
linear algebra

Missing data

hidden variables
hierarchical models
machine learning
networks
probability
regression
statistics

Gradient descent at scale

functional analysis
machine learning
model selection
optimization
premature optimization
statmech

Regularising neural networks

machine learning
model selection
neural nets
sparser than thou

Science for policy

catastrophe
communicating
economics
ethics
how do science
mind
probability
risk
statistics
wonk

Fractals and self-similarity

model selection
photon choreography
regression
self similar
signal processing
statistics
stochastic processes
time series

Economics of automation

economics
faster pussycat
innovation
language
machine learning
mind
neural nets
technology
UI

Arpeggiate by numbers

algebra
generative art
making things
music
stringology

Approximate Bayesian Computation

Bayes
feature construction
likelihood free
machine learning
Monte Carlo
probabilistic algorithms
probability
signal processing
state space models
statistics
time series

Heavy tails

density
point processes
probability
risk
statistics

GIFs

computers are awful
photon choreography
premature optimization
standards

Software engineering for scientists

academe
collective knowledge
computers are awful
how do science
information provenance
workflow

Meta learning

functional analysis
how do science
meta learning
model selection
optimization
statmech

Natural language processing

grammar
language
machine learning
NLP
stringology

Biological basis of language

grammar
language
machine learning
NLP
stringology

Fractional differential equations

branching
calculus
functional analysis
Hilbert space
self similar
statistics

User interface design

computers are awful
photon choreography
UI

Maths hacks

faster pussycat
mathematics

Software video routers

making things
music
signal processing

Wirtinger calculus

functional analysis
Hilbert space
optimization

Recurrent neural networks

machine learning
networks
neural nets
signal processing
time series

Governance of the commons

cooperation
culture
distributed
economics
hand wringing
incentive mechanisms
mind
networks
policy
sociology
wonk

Cloud machine learning

computers are awful
concurrency hell
distributed
number crunching
premature optimization
workflow

Stochastic calculus

dynamical systems
Lévy processes
probability
SDEs
signal processing
stochastic processes
time series

VS Code as R IDE

computers are awful
number crunching
plain text
R
statistics
UI
workflow

Baby’s first private cloud

computers are awful together
confidentiality
cryptography
wonk

X11, Wayland etc

computers are awful
diy
POSIX
UI

Vector Gaussian processses

Gaussian
Hilbert space
kernel tricks
regression
spatial
stochastic processes
time series

Convolutional stochastic processes

Gaussian
geometry
Hilbert space
how do science
kernel tricks
machine learning
PDEs
physics
regression
signal processing
spatial
statistics
stochastic processes
time series
uncertainty

Essays in stochastic processes

count data
regression
sparser than thou
time series

Virtual private networks

computers are awful together
confidentiality
cryptography
diy

Design grammars

generative art
grammar
making things
photon choreography
self similar
stringology

Grammar induction

generative art
grammar
language
machine learning
stringology

Risk neutral measure

diy
finance
money
probability

Hardened mobile

computers are awful
confidentiality
edge computing
encryption

Generalized linear models

machine learning
optimization
regression
statistics

GPU computation

computers are awful
concurrency hell
number crunching
premature optimization

Sequential experiments

functional analysis
how do science
model selection
optimization
statmech
surrogate

System76 laptops

compsci
computers are awful
hardware
POSIX
premature optimization

Unix/linux distros explained as bikes

computers are awful
diy
POSIX
snarks

Games, computer, recreational

computers are awful
lua
mind

Contact tracing

branching
computers are awful
computers are awful together
confidentiality
count data
health
life
networks
stochastic processes
time series
wonk

Generic cloud machines

computers are awful
concurrency hell
number crunching
premature optimization
workflow

Science

academe
agents
collective knowledge
economics
faster pussycat
game theory
how do science
incentive mechanisms
information provenance
institutions
mind
networks
sociology
wonk

IDEs for R

computers are awful
number crunching
R
statistics

Contagion processes and their statistics

branching
count data
networks
probability
SDEs
statistics
stochastic processes
time series
virality

Media virality

branching
computers are awful together
confidentiality
count data
democracy
economics
evolution
game theory
insurgency
networks
P2P
probability
SDEs
social graph
statistics
stochastic processes
time series
virality
wonk

Learning summary statistics

feature construction
functional analysis
linear algebra
machine learning
networks
neural nets
probability
sciml
sparser than thou
statistics
topology

GPU computation out of the cloud

computers are awful
concurrency hell
premature optimization

Multi-task ML

edge computing
machine learning
neural nets
regression
sparser than thou
spatial
stochastic processes
time series

Tensorflow

computers are awful
neural nets
optimization
premature optimization
python
statistics

Point process intensities and statistical estimation thereof

branching
point processes
spatial
statmech

Monetizing my music

economics
intellectual property
making things
money
music

Graph sampling

distributed
networks
probability
statistics

Semi/weakly-supervised learning

density
hidden variables
statistics
unsupervised

Applied string mangling

compsci
language
networks
stringology

Moral philosophy

collective knowledge
culture
economics
ethics
machine learning
wonk

Extreme value theory

density
point processes
probability
risk
statistics

Distributed sensing, swarm sensing, adaptive social learning

agents
bounded compute
collective knowledge
concurrency hell
distributed
economics
edge computing
extended self
game theory
incentive mechanisms
machine learning
networks
swarm

Marine biology and ecology

adaptive
ecology
gene
life

Gaussian processes

Gaussian
Hilbert space
kernel tricks
Lévy processes
nonparametric
regression
spatial
stochastic processes
time series

ML Koans

machine learning
neural nets

Backward stochastic differential equations

dynamical systems
Lévy processes
probability
SDEs
signal processing
stochastic processes
time series

Stochastic differential equations

dynamical systems
Lévy processes
probability
sciml
SDEs
signal processing
stochastic processes
time series

Learning on tabular data

approximation
Bayes
clustering
high d
linear algebra
networks
optimization
probabilistic algorithms
probability
sparser than thou
statistics

Random-forest-like methods

classification
model selection
nonparametric
optimization
particle
regression

Voice fakes

dynamical systems
language
machine learning
NLP
optimization
signal processing
time series

Organising a music collection

computers are awful
faster pussycat
making things
music
search
signal processing
standards

Optimal transport metrics

approximation
functional analysis
measure
metrics
optimization
probability
statistics

Energy based models

approximation
Bayes
generative
Monte Carlo
optimization
probabilistic algorithms
probability
statistics
statmech

Ecology

adaptive
ecology
gene
life

What is your Sydney housing endgame?

cooperation
culture
economics
housing
incentive mechanisms
institutions
insurgency
making things
policy
spatial
straya
wonk

Isotropic random vectors

algebra
functional analysis
geometry
high d
linear algebra
measure
probability
signal processing
sparser than thou
spheres

Neural net kernels

Hilbert space
kernel tricks
machine learning
metrics
probabilistic algorithms
signal processing
spheres
statistics
stochastic processes

Randomized low dimensional projections

algebra
approximation
feature construction
functional analysis
geometry
high d
linear algebra
measure
metrics
probability
signal processing
sparser than thou
spheres

Transforms of random variates

Hilbert space
Lévy processes
Markov processes
probability
SDEs
stochastic processes

Cross validation

estimator distribution
linear algebra
model selection
probability
statistics

Complexity of markets

economics
incentive mechanisms
institutions
markets
money

Deep Gaussian process regression

Gaussian
generative
Hilbert space
kernel tricks
regression
spatial
stochastic processes
time series

Infinite width limits of neural networks

algebra
Bayes
feature construction
functional analysis
Gaussian
Hilbert space
kernel tricks
machine learning
metrics
model selection
neural nets
nonparametric
probabilistic algorithms
SDEs
stochastic processes

Computational symbolic mathematics

algebra
compsci
computers are awful
stringology

Compressing neural nets

edge computing
machine learning
model selection
neural nets
sparser than thou

Spectral factorization

dynamical systems
linear algebra
probability
signal processing
state space models
statistics
stochastic processes
time series

Wiener-Hopf method

dynamical systems
linear algebra
probability
signal processing
state space models
statistics
stochastic processes
time series

Fourier transforms

functional analysis
Hilbert space
linear algebra
signal processing
sparser than thou

LaTeX Installation

computers are awful
faster pussycat
LaTeX

Path integral formulations of SDEs

dynamical systems
probability
SDEs
statmech
stochastic processes
time series

Cats

fit
health

Prediction processes

dynamical systems
energy
mind
probability
statistics
statmech

Dynamical systems via Koopman operators

dynamical systems
Hilbert space
kernel tricks
regression
signal processing
statistics
time series

Kernel zoo

Hilbert space
kernel tricks
metrics
signal processing
statistics
stochastic processes

Colour

making things
mind
perception
sparser than thou

Generically approximating probability distributions

approximation
functional analysis
metrics
model selection
optimization
probability
statistics

Determinantal point processes

linear algebra
Monte Carlo
point processes

Technopoetics

language
making things
mind

Log concave distributions

Bayes
estimator distribution
Markov processes
Monte Carlo
probabilistic algorithms
probability

Statistics, computational complexity thereof

machine learning
statistics

Matrix measure concentration inequalities and bounds

dynamical systems
functional analysis
high d
linear algebra
model selection
probability
stochastic processes

Measure concentration inequalities

approximation
dynamical systems
functional analysis
measure
metrics
model selection
probability
stochastic processes

Mind reading by computer

life
machine learning
mind
neuron
photon choreography
statistics

Memory in machine learning

language
machine learning
neural nets
NLP

Convolutional Gaussian processes

Gaussian
geometry
Hilbert space
how do science
kernel tricks
machine learning
PDEs
physics
regression
signal processing
spatial
statistics
stochastic processes
time series

Random fields as stochastic differential equations

Bayes
dynamical systems
edge computing
linear algebra
probability
signal processing
state space models
statistics
stochastic processes
time series

Stochastic processes on manifolds

Gaussian
geometry
Hilbert space
how do science
kernel tricks
machine learning
PDEs
physics
regression
signal processing
spatial
statistics
stochastic processes
time series
uncertainty

Learning covariance functions

Hilbert space
kernel tricks
metrics
signal processing
statistics
stochastic processes

Frames and Riesz bases

functional analysis
Hilbert space
linear algebra
probability
signal processing
sparser than thou

Causal inference in the continuous limit

algebra
functional analysis
how do science
machine learning
networks
neural nets
PDEs
probability
sciml
statistics
stochastic processes

Stability in linear dynamical systems

dynamical systems
functional analysis
Hilbert space
probability
statistics

Chaos expansions

Bayes
Hilbert space
Lévy processes
Markov processes
probability
SDEs
stochastic processes

Online collaboration

academe
communicating
computers are awful together
distributed
diy
mind
UI

Integral transforms

functional analysis
Hilbert space
linear algebra
signal processing
sparser than thou

Feynman-Kac formulae

Bayes
Monte Carlo
probabilistic algorithms
probability
state space models
statistics
swarm
time series

Warping of stationary stochastic processes

Hilbert space
kernel tricks
metrics
signal processing
statistics
stochastic processes

Miscellaneous nonstationary kernels

Hilbert space
kernel tricks
metrics
signal processing
statistics
stochastic processes

Running a secure server

computers are awful
computers are awful together
confidentiality
security

Auditory features

computers are awful
machine learning
machine listening
making things
music
signal processing

Browse the internet for me

browser
computers are awful together
confidentiality
diy
doing internet
faster pussycat

Why does deep learning work?

machine learning
neural nets
optimization
statmech

Generative adversarial networks

adversarial
AI
Bregman
game theory
generative
learning
likelihood free
Monte Carlo
optimization
probability

Garbled highlights from NeurIPS 2020

neural nets
statistics

Sun protection

diy
fashion
gear
health

Random embeddings and hashing

feature construction
functional analysis
linear algebra
probabilistic algorithms
probability
sparser than thou
statistics

Randomised regression

feature construction
functional analysis
linear algebra
probabilistic algorithms
probability
sparser than thou
spheres
statistics

Distributed consistency

computers are awful
computers are awful together
concurrency hell
premature optimization

Distribution regression

functional analysis
metrics
optimization
statistics

Probabilistic spectral analysis

Bayes
dynamical systems
linear algebra
probability
sciml
signal processing
state space models
statistics
stochastic processes
time series

Tensor regression

algebra
Hilbert space

Julia arrays

computers are awful
julia
number crunching
premature optimization

Observability and sensitivity in learning dynamical systems

dynamical systems
Markov processes
regression
signal processing
statistics
statmech
time series

Chromium browsers

computers are awful
computers are awful together
faster pussycat
standards
UI

Markov Chain Monte Carlo methods

Bayes
estimator distribution
Markov processes
Monte Carlo
probabilistic algorithms
probability

Julia, testing and packaging

computers are awful
julia
premature optimization
standards

GP inducing variables

algebra
approximation
Gaussian
generative
graphical models
Hilbert space
kernel tricks
machine learning
networks
optimization
probability
statistics

GP inducing features

algebra
approximation
Gaussian
generative
graphical models
Hilbert space
kernel tricks
machine learning
networks
optimization
probability
spheres
statistics

Variational Gaussian Process regression

algebra
approximation
Gaussian
generative
graphical models
Hilbert space
kernel tricks
machine learning
networks
optimization
probability
statistics

Localized Gaussian processes

algebra
approximation
Gaussian
generative
graphical models
Hilbert space
kernel tricks
machine learning
networks
optimization
probability
statistics

Efficient factoring of GP likelihoods

algebra
approximation
Gaussian
generative
graphical models
Hilbert space
kernel tricks
machine learning
networks
optimization
probability
statistics

Audiovisuals

computers are awful
generative art
machine learning
machine listening
machine vision
making things
music
photon choreography
signal processing
UI

Time

standards
statmech
time series

Stan

Bayes
how do science
Monte Carlo
statistics

Julia IO

computers are awful
julia

Fintech, assorted

computers are awful together
confidentiality
money

Convenient Razer

compsci
computers are awful
POSIX
premature optimization

Alternative file managers

computers are awful
diy
POSIX
UI

Sparse model selection

estimator distribution
functional analysis
high d
linear algebra
model selection
probability
signal processing
sparser than thou
statistics

AutoML

functional analysis
how do science
model selection
optimization
statmech

Monte Carlo optimisation

Bayes
density
estimator distribution
Monte Carlo
probabilistic algorithms
probability
statistics
statmech
stochastic processes

Splitting simulation

Bayes
density
Monte Carlo
probabilistic algorithms
probability
risk
time series

Webcams

communicating
computers are awful
photon choreography

Quantitative risk measurement

catastrophe
density
economics
probability
risk
statistics

Clipboard managers

compsci
computers are awful
faster pussycat

Graph computation

compsci
networks

Filter design, linear

dynamical systems
Hilbert space
signal processing
statistics
time series

Gaussian process quantile regression

Hilbert space
kernel tricks
ordinal
regression
risk

Independence, conditional, statistical

algebra
functional analysis
graphical models
metrics
model selection
networks
probability
statistics

Statistics of spatio-temporal processes

Gaussian
Hilbert space
kernel tricks
spatial
statistics
stochastic processes
time series

Data dimensionality reduction

classification
compsci
feature construction
functional analysis
information
linear algebra
machine learning
networks
neural nets
probability
sparser than thou
statistics
topology

Variational autoencoders

approximation
Bayes
generative
optimization
probabilistic algorithms
probability
statistics

Homo ludens

culture
design
diy
making things

Live looping music software

making things
music
signal processing

Causal Bayesian networks

algebra
graphical models
how do science
machine learning
networks
probability
statistics

Emulators and surrogate models via ML

feature construction
functional analysis
linear algebra
machine learning
networks
neural nets
PDEs
physics
probability
sparser than thou
statistics
statmech
surrogate

Ethnomusicology in the technologised, globalised world

culture
information provenance
making things
music
technology

Mathematics of textiles

algebra
topology

Bushfire models

geometry
how do science
machine learning
physics
statmech
straya

Minimum description length

Bayes
information
model selection
statistics
stringology

Remote Desktop

computers are awful
confidentiality
UI

Plotting stuff in julia

computers are awful
dataviz
julia
photon choreography
statistics

Combinatorics of note

compsci
Monte Carlo
probabilistic algorithms
pseudorandomness
stringology

Networking stunts

computers are awful
computers are awful together
macos

Citation management

academe
collective knowledge
computers are awful
faster pussycat
how do science
workflow

Low code development

browser
computers are awful
confidentiality
faster pussycat

Task launchers

computers are awful
faster pussycat

Financial markets

economics
incentive mechanisms
institutions
markets
money
wonk

Economics of insurgence

cooperation
democracy
distributed
economics
game theory
networks
squad
wonk

Debugging, profiling and accelerating Julia code

computers are awful
julia
premature optimization

Learning of manifolds

feature construction
functional analysis
machine learning
networks
neural nets
statistics
topology

Firms: What is WITH you?

cooperation
economics
incentive mechanisms
institutions
mind

Deep fakery

collective knowledge
economics
game theory
incentive mechanisms
machine learning
neural nets
photon choreography

Encrypting, signing, verifying stuff

adversarial
computers are awful
computers are awful together
confidentiality
cryptography
incentive mechanisms

Installing Julia

computers are awful
julia

Inference on social graphs

causality
collective knowledge
cooperation
distributed
game theory
networks
social graph

Functional regression

calculus
dynamical systems
functional analysis
Hilbert space
nonparametric
sparser than thou
time series

Long memory time series

model selection
regression
self similar
signal processing
statistics
stochastic processes
time series

Databases for realtime stuff

computers are awful
data sets
real time

Link rot, mitigating

computers are awful
computers are awful together
confidentiality
distributed
diy
economics

How to reduce government spying on you

computers are awful
computers are awful together
confidentiality
security
wonk

Natural gradient descent

functional analysis
geometry
optimization
statistics

Malliavin calculus

dynamical systems
SDEs
signal processing
stochastic processes
time series

Variational inference

approximation
metrics
optimization
probabilistic algorithms
probability
statistics

Lévy stochastic differential equations

dynamical systems
Hilbert space
SDEs
signal processing
sparser than thou
statistics
stochastic processes
time series

Javascript apps

computers are awful
javascript

MAPLE

algebra
compsci
computers are awful
stringology

Directed graphical models

algebra
graphical models
hidden variables
hierarchical models
machine learning
networks
probability
statistics

New-wave jigsaw puzzles

making things
photon choreography

Adaptive Markov Chain Monte Carlo samplers

Bayes
estimator distribution
Markov processes
Monte Carlo
probabilistic algorithms
probability

Tuning an MCMC sampler

Bayes
estimator distribution
Markov processes
Monte Carlo
probabilistic algorithms
probability

Empirical estimation of information

classification
compsci
information
metrics
nonparametric
statistics
statmech

C++

computers are awful
premature optimization

The cross entropy method

Bayes
estimator distribution
Monte Carlo
probabilistic algorithms
probability

Mixture models for density estimation

Bayes
classification
clustering
compsci
convolution
density
information
linear algebra
nonparametric
probability
sparser than thou
statistics

Waste, and the late capitalist industrial metabolism

ecology
economics
sustainability
wonk

Matching and weighting

Bayes
confidentiality
hidden variables
hierarchical models
mind
networks
regression
sociology
statistics
wonk

DIY computer radio

computers are awful together

Garden hacks

diy
sustainability

Supercollider

computers are awful
making things
music

How to reduce criminals spying on you

computers are awful
confidentiality
wonk

Analysis/resynthesis of audio

algebra
generative art
machine learning
machine listening
making things
music
networks
probability
signal processing
statistics

Hygiene, empirical

diy
health

Epidemics

branching
count data
drugs
health
life
networks
SDEs
social graph
statistics
stochastic processes
time series

Internet for the occasionally online

computers are awful
computers are awful together
confidentiality
distributed
diy
economics

Teaching computers to write music

buzzword
computers are awful
generative art
machine learning
making things
music
neural nets

Graphic design for the vexed

making things
photon choreography

The surveillance society

confidentiality
cooperation
incentive mechanisms
institutions
insurgency
policy
straya
the rather superior sort of city
wonk

Encrypted filesystem on linux

computers are awful
POSIX

Order statistics

ordinal
probability
regression
statistics

DIY internet infrastructure

confidentiality
distributed
diy
economics
P2P

Capitalism’s end game

cooperation
economics
hand wringing
wonk

Tool discovery

collective knowledge
computers are awful
faster pussycat

Diff/merge tools

computers are awful
information provenance
stringology
workflow

Kernel approximation

algebra
functional analysis
Hilbert space
linear algebra
model selection
nonparametric
probabilistic algorithms
probability
signal processing
sparser than thou

System monitoring

computers are awful
data sets
diy

Effective sample size

dynamical systems
model selection
Monte Carlo
signal processing
statistics
time series

Bias reduction

estimator distribution
nonparametric
probabilistic algorithms
statistics

HTML for haters

computers are awful
making things
photon choreography
UI

Learnable indexes and hashes

approximation
feature construction
geometry
high d
language
linear algebra
machine learning
metrics
networks
neural nets
statistics
topology

Microsoft Azure cloudydoodle numberpants crunchery

compsci
computers are awful
concurrency hell
premature optimization

Selling uncertainty

collective knowledge
economics
how do science
mind
sociology
wonk

Concurrent programming

compsci
computers are awful
concurrency hell

Sunda

music
nusantara
place
South East Asia
Sunda

Cepstral transforms and harmonic identification

dynamical systems
Hilbert space
machine listening
music
signal processing
statistics
time series

Yak shaving

faster pussycat

R Shiny

computers are awful
how do science
number crunching
statistics
UI

Cheap single board computers

computers are awful
diy
hardware

Branching processes

branching
count data
functional analysis
Lévy processes
point processes
probability
statistics
time series

Digital forensics

computers are awful
information provenance
photon choreography
statistics

Infinitesimal generators

dynamical systems
Lévy processes
Markov processes
probability
SDEs
stochastic processes

Poisson point processes

Lévy processes
point processes
probability
spatial
stochastic processes

Psychoacoustics

making things
mind
music
perception

Differential privacy

confidentiality
statistics

*-omics

buzzword
gene
information provenance
networks
stringology

Learning in adaptive systems

economics
hidden variables
hierarchical models
machine learning
mind
sociology
statistics
wonk

Switching to netlify

communicating
computers are awful together
diy
doing internet
faster pussycat
plain text
UI
workflow

Media metadata management and editing

computers are awful
faster pussycat
making things
music
photon choreography
standards

Wikis

collective knowledge
computers are awful
faster pussycat
information provenance

Trains

hardware
travel

Esoteric language zoo

compsci
computers are awful
faster pussycat
stringology

Information geometry

functional analysis
geometry
networks
statistics

FFMPEG

computers are awful
music
premature optimization

Hawkes processes

branching
count data
functional analysis
point processes
probability
social graph
statistics
time series
virality

Linux filesystem hacks

computers are awful
POSIX

Controllerism

machine learning
making things
music
real time
UI

Permanental point processes

linear algebra
Monte Carlo
point processes

Spatial point process and their statistics

spatial
statistics
statmech

Convergence of random variables

dynamical systems
functional analysis
model selection
probability
stochastic processes

Cherchez la martingale

dynamical systems
Hilbert space
linear algebra
probability
SDEs
signal processing
time series

Clojure

compsci
computers are awful

Local and networked UIs in Julia

computers are awful
julia
UI

Audio source separation

algebra
generative art
machine learning
machine listening
making things
music
networks
probability
signal processing
statistics

Trusting information

collective knowledge
confidentiality
game theory
incentive mechanisms
mind
sociology
wonk

Bitwig

computers are awful
generative art
music

Sharing / gig economy

economics
hand wringing
wonk

Tunings

algebra
machine learning
machine listening
making things
music

Machine listening

computers are awful
java
machine learning
machine listening
making things
music
python
signal processing

Coupling in stochastic process

metrics
probability
statistics

ISMIR 2019

computers are awful
machine learning
machine listening
making things
music
signal processing

Phase retrieval

feature construction
Hilbert space
machine learning
model selection
neural nets
optimization

Webhooks

computers are awful
faster pussycat

Smartypants cities

buzzword
cooperation
culture
design
diy
economics
housing
incentive mechanisms
institutions
insurgency
making things
policy
spatial
straya
the rather superior sort of city
wonk

Optimal control

bandit problems
Bayes
dynamical systems
linear algebra
optimization
probability
sciml
signal processing
statistics
time series

Generative art, creative coding, procedural design

computers are awful
generative art
making things
music
photon choreography

Undirected graphical models

algebra
graphical models
machine learning
networks
probability
statistics

Gradient descent, Higher order

functional analysis
neural nets
optimization
statmech

Sparse regression

estimator distribution
functional analysis
linear algebra
model selection
probability
signal processing
sparser than thou
statistics

Ableton Live

computers are awful
generative art
music

Rhythm

dynamical systems
making things
music
signal processing
sync

Delays and reverbs for audio processing

dynamical systems
linear algebra
music
regression
signal processing
time series

Discrete time Fourier and related transforms

convolution
functional analysis
Hilbert space
nonparametric
signal processing
sparser than thou

Density estimation

convolution
density
functional analysis
nonparametric
probability
statistics

The tidyverse

computers are awful
number crunching
R
statistics

Bio computing

compsci
life
machine learning
neuron

Zeros of random trigonometric polynomials

control
functional analysis
probability
signal processing

Generalized Galton-Watson processes

branching
count data
probability
time series

Random (element) matrix theory

algebra
functional analysis
geometry
high d
linear algebra
measure
probabilistic algorithms
probability
signal processing
sparser than thou
spheres

Statistical learning theory for time series

Markov processes
model selection
optimization
regression
statistics
stochastic processes
time series

Correlograms

dynamical systems
Hilbert space
linear algebra
signal processing
statistics
time series

Defining dynamics via Gaussian processes

Bayes
dynamical systems
Gaussian
generative
Hilbert space
kernel tricks
linear algebra
probability
sciml
signal processing
state space models
statistics
time series

Representer theorems

approximation
functional analysis
Hilbert space
kernel tricks
metrics
statistics

Sneakernets

computers are awful together
confidentiality
distributed
diy
economics
P2P

Go bag, Sydney edition

catastrophe
diy
economics
fashion
sustainability

Bayesian model selection

Bayes
information
model selection
statistics

Probability

algebra
functional analysis
probability

Installations (in galleries etc)

computers are awful
diy
making things

Fourier interpolation

feature construction
functional analysis
linear algebra
networks
probability
signal processing
sparser than thou
statistics

Build tools for data science

faster pussycat
premature optimization

Game complexity

compsci
economics
game theory
incentive mechanisms
markets

Wiener theorem

functional analysis
Hilbert space
optimization
signal processing
stochastic processes

Wacky regression

classification
functional analysis
model selection
nonparametric
optimization
regression

Statistics software

computers are awful
number crunching
statistics

Low impact fashion

diy
economics
fashion
sustainability
wonk

Hollow states

cooperation
economics
hand wringing
institutions
wonk

Csound

computers are awful
diy
generative art
lua
making things
music

Point processes

branching
point processes
spatial
statmech

Inner product spaces

algebra
functional analysis
Hilbert space
metrics
nonparametric

Javascript

compsci
computers are awful

Dictionaries

language

Nearly sufficient statistics

approximation
estimator distribution
functional analysis
information
linear algebra
metrics
model selection
optimization
probabilistic algorithms
probability
sparser than thou
statistics
uncertainty

Normed spaces

algebra
functional analysis
metrics
nonparametric

Machine vision

computers are awful
machine learning
machine vision

Gesture recognition

machine learning
making things
music
real time
UI

Atom

compsci
computers are awful
faster pussycat
plain text
UI
workflow

Multiple testing

decision theory
high d
how do science
linear algebra
machine learning
model selection
nonparametric
statistics
uncertainty

Sparse stochastic processes identification and sampling

calculus
dynamical systems
geometry
Hilbert space
how do science
Lévy processes
physics
sciml
SDEs
signal processing
statistics
statmech
stochastic processes
time series
uncertainty

Pattern formation

chemistry
generative art
life
photon choreography
self similar
spatial
statmech
stochastic processes

Field Programmable hardware and ilk

diy
premature optimization

10 years of the Living Thing!

making things
review

Optimisation, combinatorial

functional analysis
optimization
statmech

Serious number crunching on Google Cloud

computers are awful
concurrency hell
premature optimization

Art python

computers are awful
generative art
music
UI

Submodular functions, maximising

complexity
compsci
optimization

Signal processing

dynamical systems
Hilbert space
signal processing
statistics
time series

Matlab

computers are awful
linear algebra
signal processing

Rare-event-conditional estimation

Bayes
estimator distribution
Monte Carlo
probabilistic algorithms
probability

Behavioural economics

bounded compute
economics
mind
sociology

Post-selection inference

information
model selection
statistics

Model/hyperparameter selection

information
model selection
statistics

Gradient descent, continuous, primal/dual formulations.

functional analysis
optimization
statmech

Quantum-probabilistic graphical models

graphical models
machine learning
networks
probability
quantum
statistics

Our microbiome

adaptive
ecology
food
gene

Australian English

language
straya

In Wild Air

making things
review

Chinese language

china
language

Generating functions

combinatorics
count data
probability
statistics

Lagrangian mechanics

functional analysis
optimization
physics

Compressed sensing and sampling

functional analysis
linear algebra
model selection
probabilistic algorithms
probability
signal processing
sparser than thou

Thermodynamics of life

buzzword
compsci
life
statmech
time series

Marketing psychology

Bayes
hidden variables
hierarchical models
machine learning
networks
probability
regression
statistics
wonk

Sustainability

catastrophe
collective knowledge
economics
incentive mechanisms
life
sustainability
wonk

Financial stability

catastrophe
economics
incentive mechanisms
institutions
markets
money
risk

Uncertainty principles

functional analysis
Hilbert space
probability

Granger causation/Transfer Entropy

information
statistics
stringology
time series

Game theory

bounded compute
cooperation
economics
game theory
incentive mechanisms
mind

Justice

economics
ethics
mind

Flashcards

faster pussycat
language
learning
mind

Musical metrics and manifolds

algebra
machine learning
making things
mind
music
perception

How is deep learning on Amazon EC2 awful this week?

computers are awful
concurrency hell
premature optimization

Serious number crunching on Amazon Web Services

computers are awful
concurrency hell
premature optimization

How is Google Cloud ML awful this week?

computers are awful
concurrency hell
premature optimization

Scala

computers are awful
premature optimization

Functional equations

algebra
convolution
functional analysis
Hilbert space

Fractional Brownian motion

probability
self similar
statistics
stochastic processes
time series

Quasi Monte Carlo

concurrency hell
Monte Carlo
probabilistic algorithms
pseudorandomness

Metric entropy

approximation
functional analysis
measure
probability
statistics

Garbled highlights from NIPS 2016

neural nets
statistics

Synestizer

javascript
machine vision
making things
music
portable
UI

Concatenative synthesis

Hilbert space
machine listening
making things
music

Javascript reactive programming and streams

computers are awful
concurrency hell
javascript
UI

Genetic algorithms

computers are awful
evolution
machine learning

Special functions

physics
probability
statistics

Greatest hits

computers are awful
machine learning
making things
music
signal processing

The simplex

classification
metrics
probability
statistics

Maximum likelihood inference

likelihood
optimization
probability
statistics

Distributed statistica inference

computers are awful
concurrency hell
distributed
optimization
premature optimization
statmech

Stability (in learning)

estimator distribution
model selection
statistics
uncertainty

Fast multipole methods

Hilbert space
premature optimization

Kernel density estimators

convolution
nonparametric
statistics

Change of probability measure for a stochastic process

density
measure
probability
time series

Surviving macOS server

computers are awful together
macos

Blind deconvolution

convolution
functional analysis
linear algebra
probability
signal processing
sparser than thou
statistics

Dynamical systems

calculus
dynamical systems
geometry
Hilbert space
how do science
Lévy processes
machine learning
neural nets
PDEs
physics
regression
sciml
SDEs
signal processing
statistics
statmech
stochastic processes
sync
time series
uncertainty

Maximum processes

probability
stochastic processes

Text processing

music
NLP
search
semantics
stringology

Rummaging in string bags

music
search
semantics
stringology

Syntax

compsci
language
neuron
stringology

Function approximation and interpolation

convolution
functional analysis
Hilbert space
nonparametric
signal processing
sparser than thou

Function approximation and interpolation

convolution
functional analysis
Hilbert space
nonparametric
signal processing
sparser than thou

Clustering

Bayes
clustering
convolution
density
feature construction
networks
nonparametric
probability
sparser than thou
statistics

Iterated function systems

functional analysis
grammar
life
making things
photon choreography
self similar

Category theory

algebra
compsci

Deconvolution

convolution
density
functional analysis
linear algebra
nonparametric
probability
signal processing
sparser than thou
statistics

Bahasa Indonesia

language
nusantara

Message queues

computers are awful
computers are awful together
concurrency hell
premature optimization

Art LISP

compsci
computers are awful
making things

Count time series models

count data
probability
regression
statistics
time series

High frequency time series estimation

finance
regression
statistics
stochastic processes
time series

Hidden variable formalisms in quantum mechanics

how do science
probability
quantum

Visuals

computers are awful
photon choreography

Parking sun

generative art
making things
music

Pattern machine

buzzword
computers are awful
generative art
machine learning
making things
music
neural nets

Statistical mechanics

economics
game theory
statmech

Ensemble Tikoro collaboration

making things
music
nusantara
South East Asia
Sunda

Scarce urban resources

culture
design
diy
the rather superior sort of city

Spamularity

AI
confidentiality

Islam

culture
history
religion

Earthquakes

branching
PDEs
physics
statmech

Stream processing and reactive programming

computers are awful
concurrency hell
premature optimization
signal processing
stringology

Copula functions

density
probability
risk
statistics

Sigma algebras, probability spaces, measure theory

algebra
functional analysis
networks
probability
time series

Altruism

cooperation
economics
snarks
wonk

Geometry of fitness landscapes

evolution
geometry
optimization
topology

Architecture (doing it)

design
the rather superior sort of city

Normal accidents

adaptive
cooperation
culture
economics
engineering
ethics
incentive mechanisms
institutions
risk
wonk

Artificial chemistry

grammar
stringology
time series

Complexity

statistics
statmech

Mixing and mastering for dummies

computers are awful
diy
music

Microbial Ecology

adaptive
ecology
gene
life

Red Wine Headache

drugs
health

New media art

computers are awful
generative art
making things

Algebra I would like to learn

algebra
stringology

Flocking

distributed
statmech
swarm

Indonesian food

food
nusantara

Computational complexity

complexity
compsci
pseudorandomness

Disruptive technology

economics
technology

Dialects

language

Pure

computers are awful

Time machine 2012

making things
review

Dorkbot group show 2012

making things
review

Macroeconomics

economics

Configuration space of the economy

economics
geometry
topology

Morandini and Blamey

making things
review

Dorkbot group show 2011

making things
review

Econophysics

buzzword
distributed
economics
statmech
wonk

Honours thesis

economics
project
wonk

Feral

making things
music
project

SXSW from the gutter

making things
review

Transmediale 2010

making things
review

Mellifera

generative art
making things
review

The discreet charm of the bourgeoisie robot

making things
review
robots

Jakarta Biennale 2009 (Sentap! Magazine)

making things
review
robots

Dancing machine

making things
review
robots
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