$Optimization-based AMP for Phase Retrieval: The Impact of Initialization and $\ell_2$-regularization$

Optimization-based AMP for Phase Retrieval: The Impact of Initialization and $\ell_2$ -regularization

3 January 2018

Papers citing "Optimization-based AMP for Phase Retrieval: The Impact of Initialization and $\ell_2$-regularization"

9 / 9 papers shown

Title
$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 26 10 0 07 Feb 2023
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
Phase Retrieval using Expectation Consistent Signal Recovery Algorithm based on Hypernetwork Chang-Jen Wang Chao-Kai Wen Shang-Ho S. Tsai Shi Jin Geoffrey Ye Li 31 5 0 12 Jan 2021
Spectral Methods for Data Science: A Statistical Perspective Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma 44 165 0 15 Dec 2020
Quickly Finding a Benign Region via Heavy Ball Momentum in Non-Convex Optimization Jun-Kun Wang Jacob D. Abernethy 13 7 0 04 Oct 2020
Statistical Analysis of Stationary Solutions of Coupled Nonconvex Nonsmooth Empirical Risk Minimization Zhengling Qi Ying Cui Yufeng Liu J. Pang 24 5 0 06 Oct 2019
Fundamental Barriers to High-Dimensional Regression with Convex Penalties Michael Celentano Andrea Montanari 35 46 0 25 Mar 2019
Using Black-box Compression Algorithms for Phase Retrieval Milad Bakhshizadeh A. Maleki S. Jalali 13 8 0 08 Dec 2017