high_dLow-rank matrices 2014-08-05 – 2023-09-29Matrix inverses 2014-08-05 – 2023-09-29Orthonormal and unitary matrices Energy preserving operators, generalized rotations 2019-10-22 – 2023-09-19Nearly-low-rank Hermitian matrices a.k.a. perturbations of the identity, low-rank-plus-diagonal matrices 2014-08-05 – 2023-09-13Approximate matrix factorisations and decompositions Sometimes even exact 2014-08-05 – 2023-08-23The Gaussian distribution The default probability distribution 2016-06-27 – 2023-07-19Neural vector embeddings Hyperdimensional Computing, Vector Symbolic Architectures, Holographic Reduced Representations 2017-12-20 – 2023-06-13Tabular data processing in python CSV to Data lake 2020-11-30 – 2023-05-29Matrix norms, divergences, metrics 2016-06-03 – 2023-05-29Singular Value Decomposition The ML workhorse 2014-08-05 – 2023-05-23Matrix square roots Whitening, preconditioning etc 2014-08-05 – 2023-05-13Distances between Gaussian distributions Nearly equivalent to distances between symmetric positive definite matrices 2016-06-27 – 2023-05-03Optimal rotations 2021-05-18 – 2023-04-06Sparse coding with learnable dictionaries 2014-11-17 – 2023-03-02The Matrix-Gaussian distribution 2022-08-19 – 2023-02-16Elliptical distributions 2015-06-23 – 2023-01-03Bayesian sparsity 2019-01-08 – 2022-10-25Randomised linear algebra 2016-08-16 – 2022-10-22Semantics Compressed representations of reality for syntactic agents; which might be what meaning means 2014-12-29 – 2022-08-28Recommender systems 2020-11-30 – 2022-08-15Multivariate Gamma distributions 2019-10-14 – 2022-03-14Sparse coding Wavelets, matching pursuit, overcomplete dictionaries… 2014-11-17 – 2022-03-07Fun with rotational symmetries 2021-01-29 – 2022-03-03Matrix-valued random variates 2021-12-01 – 2022-01-06Random rotations 2021-05-18 – 2021-12-01High dimensional statistics 2015-03-12 – 2021-10-28Learning on tabular data 2020-11-30 – 2021-06-21Isotropic random vectors 2011-08-10 – 2021-05-24Randomized low dimensional projections 2021-03-12 – 2021-05-24Matrix measure concentration inequalities and bounds 2014-11-25 – 2021-03-08Sparse model selection 2016-09-05 – 2020-10-02Learnable indexes and hashes 2018-01-12 – 2020-02-18Random (element) matrix theory 2014-11-09 – 2019-10-10

Orthonormal and unitary matrices Energy preserving operators, generalized rotations 2019-10-22 – 2023-09-19

Nearly-low-rank Hermitian matrices a.k.a. perturbations of the identity, low-rank-plus-diagonal matrices 2014-08-05 – 2023-09-13

Neural vector embeddings Hyperdimensional Computing, Vector Symbolic Architectures, Holographic Reduced Representations 2017-12-20 – 2023-06-13

Distances between Gaussian distributions Nearly equivalent to distances between symmetric positive definite matrices 2016-06-27 – 2023-05-03

Semantics Compressed representations of reality for syntactic agents; which might be what meaning means 2014-12-29 – 2022-08-28