Approximate Message Passing for orthogonally invariant ensembles:
Multivariate non-linearities and spectral initialization

Approximate Message Passing for orthogonally invariant ensembles: Multivariate non-linearities and spectral initialization

5 October 2021

Tianhao Wang

Papers citing "Approximate Message Passing for orthogonally invariant ensembles: Multivariate non-linearities and spectral initialization"

9 / 9 papers shown

Title
PCA Initialization for Approximate Message Passing in Rotationally Invariant Models Marco Mondelli R. Venkataramanan 60 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
Universality of Approximate Message Passing Algorithms Wei-Kuo Chen Wai-Kit Lam 51 35 0 23 Mar 2020
Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing Zhiqi Bu Jason M. Klusowski Cynthia Rush Weijie Su 51 43 0 17 Jul 2019
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
High Dimensional Robust M-Estimation: Asymptotic Variance via Approximate Message Passing D. Donoho Andrea Montanari 203 221 0 28 Oct 2013
State Evolution for General Approximate Message Passing Algorithms, with Applications to Spatial Coupling Adel Javanmard Andrea Montanari 75 262 0 21 Nov 2012
The LASSO risk for gaussian matrices Mohsen Bayati Andrea Montanari 178 317 0 16 Aug 2010