Mismatched estimation of non-symmetric rank-one matrices corrupted by structured noise

7 February 2023

Papers citing "Mismatched estimation of non-symmetric rank-one matrices corrupted by structured noise"

8 / 8 papers shown

Title
Bayes-optimal limits in structured PCA, and how to reach them Jean Barbier Francesco Camilli Marco Mondelli Manuel Sáenz 46 5 0 03 Oct 2022
The price of ignorance: how much does it cost to forget noise structure in low-rank matrix estimation? Jean Barbier Tianqi Hou Marco Mondelli Manuel Sáenz 77 14 0 20 May 2022
PCA Initialization for Approximate Message Passing in Rotationally Invariant Models Marco Mondelli R. Venkataramanan 57 19 0 04 Jun 2021
Approximate Message Passing with Spectral Initialization for Generalized Linear Models Marco Mondelli R. Venkataramanan 45 38 0 07 Oct 2020
Approximate Message Passing algorithms for rotationally invariant matrices Z. Fan 20 69 0 27 Aug 2020
Phase retrieval in high dimensions: Statistical and computational phase transitions Antoine Maillard Bruno Loureiro Florent Krzakala Lenka Zdeborová 47 58 0 09 Jun 2020
Information-theoretic limits of a multiview low-rank symmetric spiked matrix model Jean Barbier Galen Reeves 62 14 0 16 May 2020
Optimal Errors and Phase Transitions in High-Dimensional Generalized Linear Models Jean Barbier Florent Krzakala N. Macris Léo Miolane Lenka Zdeborová 68 265 0 10 Aug 2017