Information-Theoretic Limits for the Matrix Tensor Product

22 May 2020

Papers citing "Information-Theoretic Limits for the Matrix Tensor Product"

22 / 22 papers shown

Title
On the phase diagram of extensive-rank symmetric matrix denoising beyond rotational invariance Jean Barbier Francesco Camilli Justin Ko Koki Okajima 61 6 0 04 Nov 2024
Information-theoretic limits of a multiview low-rank symmetric spiked matrix model Jean Barbier Galen Reeves 53 14 0 16 May 2020
Mutual Information in Community Detection with Covariate Information and Correlated Networks Vaishakhi Mayya Galen Reeves 29 21 0 11 Dec 2019
0-1 phase transitions in sparse spiked matrix estimation Jean Barbier N. Macris 44 15 0 12 Nov 2019
The Geometry of Community Detection via the MMSE Matrix Galen Reeves Vaishakhi Mayya A. Volfovsky 33 14 0 04 Jul 2019
Understanding Phase Transitions via Mutual Information and MMSE Galen Reeves H. Pfister 27 8 0 03 Jul 2019
The spiked matrix model with generative priors Benjamin Aubin Bruno Loureiro Antoine Maillard Florent Krzakala Lenka Zdeborová 51 52 0 29 May 2019
Optimality and Sub-optimality of PCA I: Spiked Random Matrix Models Amelia Perry Alexander S. Wein Afonso S. Bandeira Ankur Moitra 37 108 0 02 Jul 2018
Estimation in the spiked Wigner model: A short proof of the replica formula A. Alaoui Florent Krzakala 18 49 0 05 Jan 2018
Additivity of Information in Multilayer Networks via Additive Gaussian Noise Transforms Galen Reeves 17 33 0 12 Oct 2017
Optimal Errors and Phase Transitions in High-Dimensional Generalized Linear Models Jean Barbier Florent Krzakala N. Macris Léo Miolane Lenka Zdeborová 55 262 0 10 Aug 2017
Community Detection and Stochastic Block Models Emmanuel Abbe 36 1,187 0 29 Mar 2017
Constrained Low-rank Matrix Estimation: Phase Transitions, Approximate Message Passing and Applications T. Lesieur Florent Krzakala Lenka Zdeborová 94 124 0 03 Jan 2017
Phase transitions and optimal algorithms in high-dimensional Gaussian mixture clustering T. Lesieur Caterina De Bacco Jessica E. Banks Florent Krzakala Cristopher Moore Lenka Zdeborová 18 40 0 10 Oct 2016
Information-theoretic bounds and phase transitions in clustering, sparse PCA, and submatrix localization Jessica E. Banks Cristopher Moore Nicolas Verzélen Roman Vershynin Jiaming Xu 61 74 0 18 Jul 2016
Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula Jean Barbier M. Dia N. Macris Florent Krzakala T. Lesieur Lenka Zdeborova 56 172 0 13 Jun 2016
Mutual Information in Rank-One Matrix Estimation Florent Krzakala Jiaming Xu Lenka Zdeborová 20 78 0 28 Mar 2016
MMSE of probabilistic low-rank matrix estimation: Universality with respect to the output channel T. Lesieur Florent Krzakala Lenka Zdeborová 48 108 0 14 Jul 2015
Phase Transitions in Sparse PCA T. Lesieur Florent Krzakala Lenka Zdeborova 75 82 0 01 Mar 2015
Information-theoretically Optimal Sparse PCA Y. Deshpande Andrea Montanari 44 140 0 10 Feb 2014
Sparse PCA via Covariance Thresholding Y. Deshpande Andrea Montanari 82 105 0 20 Nov 2013
High-dimensional analysis of semidefinite relaxations for sparse principal components Arash A. Amini Martin J. Wainwright 79 312 0 27 Mar 2008