Phase Retrieval via Wirtinger Flow: Theory and Algorithms

3 July 2014

Emmanuel Candes

Papers citing "Phase Retrieval via Wirtinger Flow: Theory and Algorithms"

21 / 21 papers shown

Title
Preconditioned Gradient Descent for Over-Parameterized Nonconvex Matrix Factorization G. Zhang Salar Fattahi Richard Y. Zhang 95 36 0 13 Apr 2025
Computational and Statistical Guarantees for Tensor-on-Tensor Regression with Tensor Train Decomposition Zhen Qin Zhihui Zhu 145 4 0 10 Jun 2024
When deep denoising meets iterative phase retrieval Yaotian Wang Xiaohang Sun Jason W. Fleischer 98 18 0 03 Mar 2020
ISLET: Fast and Optimal Low-rank Tensor Regression via Importance Sketching Anru R. Zhang Yuetian Luo Garvesh Raskutti M. Yuan 128 44 0 09 Nov 2019
Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk Paul Hand V. Voroninski UQCV 76 138 0 22 May 2017
Learning ReLUs via Gradient Descent Mahdi Soltanolkotabi MLT 61 181 0 10 May 2017
Phase Transitions of Spectral Initialization for High-Dimensional Nonconvex Estimation Yue M. Lu Gen Li 79 89 0 21 Feb 2017
Phase Retrieval Meets Statistical Learning Theory: A Flexible Convex Relaxation S. Bahmani Justin Romberg 43 120 0 13 Oct 2016
$Robust Phase Retrieval and Super-Resolution from One Bit Coded Diffraction Patterns$ Robust Phase Retrieval and Super-Resolution from One Bit Coded Diffraction Patterns Youssef Mroueh 47 1 0 10 Feb 2014
Quantization and Greed are Good: One bit Phase Retrieval, Robustness and Greedy Refinements Youssef Mroueh Lorenzo Rosasco 45 7 0 06 Dec 2013
Understanding Alternating Minimization for Matrix Completion Moritz Hardt 63 258 0 03 Dec 2013
$Phase Retrieval from Coded Diffraction Patterns$ Phase Retrieval from Coded Diffraction Patterns Emmanuel Candes Xiaodong Li Mahdi Soltanolkotabi 47 375 0 11 Oct 2013
Phase Retrieval using Alternating Minimization Praneeth Netrapalli Prateek Jain Sujay Sanghavi 148 632 0 02 Jun 2013
Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima Po-Ling Loh Martin J. Wainwright 183 516 0 10 May 2013
Low-rank Matrix Completion using Alternating Minimization Prateek Jain Praneeth Netrapalli Sujay Sanghavi 146 1,066 0 03 Dec 2012
Compressive Phase Retrieval From Squared Output Measurements Via Semidefinite Programming Henrik Ohlsson An Yang Roy Dong S. Shankar Sastry 86 140 0 28 Nov 2011
Fast global convergence of gradient methods for high-dimensional statistical recovery Alekh Agarwal S. Negahban Martin J. Wainwright 86 242 0 25 Apr 2011
The LASSO risk for gaussian matrices Mohsen Bayati Andrea Montanari 137 317 0 16 Aug 2010
Message Passing Algorithms for Compressed Sensing D. Donoho A. Maleki Andrea Montanari 91 2,352 0 21 Jul 2009
Matrix Completion from Noisy Entries Raghunandan H. Keshavan Andrea Montanari Sewoong Oh 140 718 0 11 Jun 2009
Matrix Completion from a Few Entries Raghunandan H. Keshavan Andrea Montanari Sewoong Oh 243 1,242 0 20 Jan 2009