Approximate Message Passing algorithms for rotationally invariant matrices

27 August 2020

Papers citing "Approximate Message Passing algorithms for rotationally invariant matrices"

32 / 32 papers shown

Title
Certified Data Removal Under High-dimensional Settings Haolin Zou Arnab Auddy Yongchan Kwon Kamiar Rahnama Rad A. Maleki MU 76 0 0 12 May 2025
Unifying AMP Algorithms for Rotationally-Invariant Models Songbin Liu Junjie Ma 152 0 0 02 Dec 2024
Universality of Estimator for High-Dimensional Linear Models with Block Dependency Toshiki Tsuda Masaaki Imaizumi 53 0 0 25 Oct 2024
Sampling from the Random Linear Model via Stochastic Localization Up to the AMP Threshold Han Cui Zhiyuan Yu Jingbo Liu 71 1 0 15 Jul 2024
ROTI-GCV: Generalized Cross-Validation for right-ROTationally Invariant Data Kevin Luo Yufan Li Pragya Sur 89 3 0 17 Jun 2024
Information limits and Thouless-Anderson-Palmer equations for spiked matrix models with structured noise Jean Barbier Francesco Camilli Marco Mondelli Yizhou Xu 84 2 0 31 May 2024
Matrix Denoising with Doubly Heteroscedastic Noise: Fundamental Limits and Optimal Spectral Methods Yihan Zhang Marco Mondelli 80 3 0 22 May 2024
Linear Operator Approximate Message Passing (OpAMP) Riccardo Rossetti B. Nazer Galen Reeves 68 2 0 13 May 2024
Stability of a Generalized Debiased Lasso with Applications to Resampling-Based Variable Selection Jingbo Liu 65 0 0 05 May 2024
Theoretical Analysis of Leave-one-out Cross Validation for Non-differentiable Penalties under High-dimensional Settings Haolin Zou Arnab Auddy Kamiar Rahnama Rad A. Maleki 65 2 0 13 Feb 2024
Mixed Regression via Approximate Message Passing Nelvin Tan R. Venkataramanan 71 7 0 05 Apr 2023
$Approximate message passing from random initialization with applications to $\mathbb{Z}_{2}$ synchronization$ Approximate message passing from random initialization with applications to $\mathbb{Z}_{2}$ synchronization Gen Li Wei Fan Yuting Wei 95 12 0 07 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 63 1 0 07 Feb 2023
QCM-SGM+: Improved Quantized Compressed Sensing With Score-Based Generative Models Xiangming Meng Y. Kabashima 128 1 0 02 Feb 2023
Equivalence of Approximate Message Passing and Low-Degree Polynomials in Rank-One Matrix Estimation Andrea Montanari Alexander S. Wein 47 27 0 14 Dec 2022
Approximate Message Passing for Multi-Layer Estimation in Rotationally Invariant Models Yizhou Xu Tianqi Hou Shansuo Liang Marco Mondelli 72 4 0 03 Dec 2022
Bayes-optimal limits in structured PCA, and how to reach them Jean Barbier Francesco Camilli Marco Mondelli Manuel Sáenz 64 5 0 03 Oct 2022
Sufficient Statistic Memory Approximate Message Passing Lei Liu Shunqi Huang B. Kurkoski 38 11 0 23 Jun 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 104 15 0 20 May 2022
Sufficient-Statistic Memory AMP Lei Liu Shunqi Huang YuZhi Yang Zhaoyang Zhang B. Kurkoski 76 7 0 31 Dec 2021
Estimation in Rotationally Invariant Generalized Linear Models via Approximate Message Passing R. Venkataramanan Kevin Kögler Marco Mondelli 79 33 0 08 Dec 2021
Towards Designing Optimal Sensing Matrices for Generalized Linear Inverse Problems Junjie Ma Ji Xu A. Maleki 41 3 0 05 Nov 2021
Approximate Message Passing for orthogonally invariant ensembles: Multivariate non-linearities and spectral initialization Xinyi Zhong Tianhao Wang Zhou-Yang Fan 88 22 0 05 Oct 2021
Graph-based Approximate Message Passing Iterations Cédric Gerbelot Raphael Berthier 86 49 0 24 Sep 2021
PCA Initialization for Approximate Message Passing in Rotationally Invariant Models Marco Mondelli R. Venkataramanan 94 20 0 04 Jun 2021
Memory Approximate Message Passing Lei Liu Shunqi Huang B. Kurkoski 40 27 0 04 Jun 2021
The replica-symmetric free energy for Ising spin glasses with orthogonally invariant couplings Z. Fan Yihong Wu 78 15 0 06 May 2021
Householder Dice: A Matrix-Free Algorithm for Simulating Dynamics on Gaussian and Random Orthogonal Ensembles Yue M. Lu 62 13 0 19 Jan 2021
Empirical Bayes PCA in high dimensions Xinyi Zhong Chang Su Z. Fan 92 19 0 21 Dec 2020
Memory AMP Lei Liu Shunqi Huang B. Kurkoski 64 54 0 20 Dec 2020
Approximate Message Passing with Spectral Initialization for Generalized Linear Models Marco Mondelli R. Venkataramanan 89 40 0 07 Oct 2020
Universality of Linearized Message Passing for Phase Retrieval with Structured Sensing Matrices Rishabh Dudeja Milad Bakhshizadeh 74 12 0 24 Aug 2020