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

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

3 January 2018

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

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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 91 12 0 07 Feb 2023
Statistically Optimal First Order Algorithms: A Proof via Orthogonalization Andrea Montanari Yuchen Wu 91 11 0 13 Jan 2022
Estimation in Rotationally Invariant Generalized Linear Models via Approximate Message Passing R. Venkataramanan Kevin Kögler Marco Mondelli 79 33 0 08 Dec 2021
PCA Initialization for Approximate Message Passing in Rotationally Invariant Models Marco Mondelli R. Venkataramanan 94 20 0 04 Jun 2021
Stochasticity helps to navigate rough landscapes: comparing gradient-descent-based algorithms in the phase retrieval problem Francesca Mignacco Pierfrancesco Urbani Lenka Zdeborová 83 36 0 08 Mar 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 60 5 0 12 Jan 2021
Spectral Methods for Data Science: A Statistical Perspective Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma 153 173 0 15 Dec 2020
Quickly Finding a Benign Region via Heavy Ball Momentum in Non-Convex Optimization Jun-Kun Wang Jacob D. Abernethy 108 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 92 5 0 06 Oct 2019
Generalized Approximate Survey Propagation for High-Dimensional Estimation Luca Saglietti Yue M. Lu Carlo Lucibello 67 11 0 13 May 2019
Fundamental Barriers to High-Dimensional Regression with Convex Penalties Michael Celentano Andrea Montanari 96 48 0 25 Mar 2019
The distribution of the Lasso: Uniform control over sparse balls and adaptive parameter tuning Léo Miolane Andrea Montanari 106 95 0 03 Nov 2018
Nonconvex Optimization Meets Low-Rank Matrix Factorization: An Overview Yuejie Chi Yue M. Lu Yuxin Chen 75 427 0 25 Sep 2018
Gradient Descent with Random Initialization: Fast Global Convergence for Nonconvex Phase Retrieval Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma 87 237 0 21 Mar 2018
Nonconvex Matrix Factorization from Rank-One Measurements Yuanxin Li Cong Ma Yuxin Chen Yuejie Chi 75 52 0 17 Feb 2018
Using Black-box Compression Algorithms for Phase Retrieval Milad Bakhshizadeh A. Maleki S. Jalali 79 9 0 08 Dec 2017