Universality of Approximate Message Passing Algorithms

23 March 2020

Papers citing "Universality of Approximate Message Passing Algorithms"

7 / 7 papers shown

Title
Fundamental limits of Non-Linear Low-Rank Matrix Estimation Pierre Mergny Justin Ko Florent Krzakala Lenka Zdeborová 37 1 0 07 Mar 2024
Rigorous dynamical mean field theory for stochastic gradient descent methods Cédric Gerbelot Emanuele Troiani Francesca Mignacco Florent Krzakala Lenka Zdeborova 38 26 0 12 Oct 2022
Statistically Optimal First Order Algorithms: A Proof via Orthogonalization Andrea Montanari Yuchen Wu 11 10 0 13 Jan 2022
Estimation in Rotationally Invariant Generalized Linear Models via Approximate Message Passing R. Venkataramanan Kevin Kögler Marco Mondelli 27 32 0 08 Dec 2021
Approximate Message Passing for orthogonally invariant ensembles: Multivariate non-linearities and spectral initialization Xinyi Zhong Tianhao Wang Zhou-Yang Fan 29 20 0 05 Oct 2021
Graph-based Approximate Message Passing Iterations Cédric Gerbelot Raphael Berthier 48 47 0 24 Sep 2021
Empirical Bayes PCA in high dimensions Xinyi Zhong Chang Su Z. Fan 21 19 0 21 Dec 2020