Statistical limits of dictionary learning: random matrix theory and the spectral replica method

14 September 2021

Papers citing "Statistical limits of dictionary learning: random matrix theory and the spectral replica method"

6 / 6 papers shown

Title
On the phase diagram of extensive-rank symmetric matrix denoising beyond rotational invariance Jean Barbier Francesco Camilli Justin Ko Koki Okajima 70 6 0 04 Nov 2024
Bilinear Sequence Regression: A Model for Learning from Long Sequences of High-dimensional Tokens Vittorio Erba Emanuele Troiani Luca Biggio Antoine Maillard Lenka Zdeborová 122 1 0 24 Oct 2024
Information-Theoretic Limits for the Matrix Tensor Product Galen Reeves 55 29 0 22 May 2020
Random matrix ensembles involving Gaussian Wigner and Wishart matrices, and biorthogonal structure Santosh Kumar 26 20 0 06 Apr 2015
Phase transitions and sample complexity in Bayes-optimal matrix factorization Y. Kabashima Florent Krzakala M. Mézard A. Sakata Lenka Zdeborová 106 107 0 06 Feb 2014
Statistical Mechanics of Dictionary Learning A. Sakata Y. Kabashima 62 24 0 28 Mar 2012