Information-theoretic limits of a multiview low-rank symmetric spiked matrix model

16 May 2020

Papers citing "Information-theoretic limits of a multiview low-rank symmetric spiked matrix model"

11 / 11 papers shown

Title
Spectral Phase Transition and Optimal PCA in Block-Structured Spiked models Pierre Mergny Justin Ko Florent Krzakala 88 2 0 06 Mar 2024
Approximate Message Passing for the Matrix Tensor Product Model Riccardo Rossetti Galen Reeves 51 8 0 27 Jun 2023
Optimal Algorithms for the Inhomogeneous Spiked Wigner Model Aleksandr Pak Justin Ko Florent Krzakala 48 10 0 13 Feb 2023
Mismatched estimation of non-symmetric rank-one matrices corrupted by structured noise Teng Fu Yuhao Liu Jean Barbier Marco Mondelli Shansuo Liang Tianqi Hou 60 1 0 07 Feb 2023
Detecting Planted Partition in Sparse Multi-Layer Networks Anirban Chatterjee Sagnik Nandy Ritwik Sadhu 98 1 0 15 Sep 2022
Low-rank Matrix Estimation with Inhomogeneous Noise A. Guionnet Justin Ko Florent Krzakala Lenka Zdeborová 50 17 0 11 Aug 2022
Fundamental limits for rank-one matrix estimation with groupwise heteroskedasticity Joshua K. Behne Galen Reeves 60 12 0 22 Jun 2021
Community Detection with Contextual Multilayer Networks Zongming Ma Sagnik Nandy 78 23 0 07 Apr 2021
Information theoretic limits of learning a sparse rule Clément Luneau Jean Barbier N. Macris 66 12 0 19 Jun 2020
Information-Theoretic Limits for the Matrix Tensor Product Galen Reeves 83 30 0 22 May 2020
The committee machine: Computational to statistical gaps in learning a two-layers neural network Benjamin Aubin Antoine Maillard Jean Barbier Florent Krzakala N. Macris Lenka Zdeborová 105 108 0 14 Jun 2018