machine_learning

Multi fidelity models Data-driven multi-scale sampling, multi-resolution, super-resolution 2020-08-24 – 2023-11-20
Hydrology, applied Rivers, aquifers and other wet things that can flood your house 2020-09-07 – 2023-10-27
Neural PDE operator learning Especially forward operators. Image-to-image regression, where the images encode a physical process. 2019-10-15 – 2023-10-19
Technological singularities Incorporating hard AI take-offs, game-over high scores, the technium, deus-ex-machina, deus-ex-nube, nerd raptures and so forth 2016-12-01 – 2023-10-11
ML on small devices Putting intelligence on chips small enough to be in disconcerting places 2016-10-14 – 2023-08-14
Materials informatics Machine learning in condensed matter physics, chemistry and materials science 2023-08-01 – 2023-08-08
Neural nets with implicit layers Also, declarative networks, bi-level optimization and other ingenious uses of the implicit function theorem 2020-12-08 – 2023-06-28
Neural vector embeddings Hyperdimensional Computing, Vector Symbolic Architectures, Holographic Reduced Representations 2017-12-20 – 2023-06-13
Quantified self Instrumentation and analytics for body and soul. Punk DIY precision medicine. 2022-01-11 – 2023-04-24
ΦFlow A modern python computational fluid dynamics library for ML research 2022-06-24 – 2023-04-17
Transformer networks The transformer-powered subtitle for this article is “Our most terrifyingly effective weapon against the forces of evil is our ability to laugh at them.” 2017-12-20 – 2023-03-22
Deep sets invariant and equivariant functions 2022-11-24 – 2023-03-21
External validity When does what I learn on one data set apply to another? 2020-10-17 – 2023-02-16
The edge of chaos Computation, evolution, competition and other past-times of faculty 2016-12-01 – 2022-10-30
Semantics Compressed representations of reality for syntactic agents; which might be what meaning means 2014-12-29 – 2022-08-28
Neural nets with implicit layers Also, declarative networks, bi-level optimization and other ingenious uses of the implicit function theorem 2020-12-08 – 2022-08-09
Causal inference on DAGs Confounding! This scientist performed a miracle graph surgery intervention and you won’t believe what happened next 2016-10-26 – 2022-08-06
Hydrology, applied Rivers, aquifers and other wet things that can flood your house 2020-09-07 – 2022-06-30
SLAM Simultaneous Location and Mapping 2014-11-25 – 2022-04-28
Hierarchical models DAGs, multilevel models, random coefficient models, mixed effect models, structural equation models… 2015-06-07 – 2022-04-21
Neurons Neural networks made of real neurons, in functioning brains 2014-11-03 – 2022-02-14
ML Koans Passing through the NAND-gate 2021-06-23
Compressing neural nets pruning, compacting and otherwise fitting a good estimate into fewer parameters 2016-10-14 – 2021-05-07
Auditory features descriptors, maps, representations for audio 2019-11-13 – 2021-01-14
Audiovisuals Synesthetic and other cross-media audio stunts 2020-10-26
Data dimensionality reduction Wherein I teach myself, amongst other things, feature selection, how a sparse PCA works, and decide where to file multidimensional scaling 2015-03-22 – 2020-09-11
Neural nets Designing the fanciest usable differentiable loss surface 2016-10-14 – 2020-09-09
Learning of manifolds Also topological data analysis; other hip names to follow 2014-08-19 – 2020-06-23
Controllerism Making thing happen by waving your arms about on stage 2014-11-17 – 2019-12-10
ISMIR 2019 Music Nerds in Delft 2019-11-04 – 2019-11-09
Phase retrieval I’ve got the power. / Like the crack of the whip/ I snap attack/ Front to back 2017-01-16 – 2019-11-07