Misspecified Nonconvex Statistical Optimization for Phase Retrieval

18 December 2017

Papers citing "Misspecified Nonconvex Statistical Optimization for Phase Retrieval"

25 / 25 papers shown

Title
Sparse PCA with Oracle Property Quanquan Gu Zhaoran Wang Han Liu 55 29 0 28 Dec 2023
Online ICA: Understanding Global Dynamics of Nonconvex Optimization via Diffusion Processes C. J. Li Zhaoran Wang Han Liu DiffM 105 18 0 29 Aug 2018
On Quadratic Convergence of DC Proximal Newton Algorithm for Nonconvex Sparse Learning in High Dimensions Xingguo Li Lin F. Yang J. Ge Jarvis Haupt Tong Zhang T. Zhao 48 14 0 19 Jun 2017
Phase retrieval with random Gaussian sensing vectors by alternating projections Irène Waldspurger 77 97 0 10 Sep 2016
Structured signal recovery from non-linear and heavy-tailed measurements L. Goldstein Stanislav Minsker Xiaohan Wei 76 46 0 05 Sep 2016
Sparse Generalized Eigenvalue Problem: Optimal Statistical Rates via Truncated Rayleigh Flow Kean Ming Tan Zhaoran Wang Han Liu Tong Zhang 69 58 0 29 Apr 2016
A Geometric Analysis of Phase Retrieval Ju Sun Qing Qu John N. Wright 132 526 0 22 Feb 2016
High-Dimensional Estimation of Structured Signals from Non-Linear Observations with General Convex Loss Functions Martin Genzel 425 45 0 10 Feb 2016
Sparse Nonlinear Regression: Parameter Estimation and Asymptotic Inference Zhuoran Yang Zhaoran Wang Han Liu Yonina C. Eldar Tong Zhang 88 43 0 14 Nov 2015
On consistency and sparsity for sliced inverse regression in high dimensions Q. Lin Zhigen Zhao Jun S. Liu 51 76 0 14 Jul 2015
Optimal Rates of Convergence for Noisy Sparse Phase Retrieval via Thresholded Wirtinger Flow T. Tony Cai Xiaodong Li Zongming Ma 113 233 0 10 Jun 2015
The LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements Christos Thrampoulidis Ehsan Abbasi B. Hassibi 102 117 0 06 Jun 2015
Solving Random Quadratic Systems of Equations Is Nearly as Easy as Solving Linear Systems Yuxin Chen Emmanuel J. Candes 111 590 0 19 May 2015
Optimal linear estimation under unknown nonlinear transform Xinyang Yi Zhaoran Wang Constantine Caramanis Han Liu 67 29 0 13 May 2015
The generalized Lasso with non-linear observations Y. Plan Roman Vershynin 192 200 0 13 Feb 2015
Pathwise Coordinate Optimization for Sparse Learning: Algorithm and Theory T. Zhao Han Liu Tong Zhang 203 46 0 23 Dec 2014
Phase Retrieval via Wirtinger Flow: Theory and Algorithms Emmanuel Candes Xiaodong Li Mahdi Soltanolkotabi 199 1,288 0 03 Jul 2014
High-dimensional estimation with geometric constraints Y. Plan Roman Vershynin E. Yudovina 171 144 0 14 Apr 2014
Stochastic First- and Zeroth-order Methods for Nonconvex Stochastic Programming Saeed Ghadimi Guanghui Lan ODL 122 1,562 0 22 Sep 2013
Optimal computational and statistical rates of convergence for sparse nonconvex learning problems Zhaoran Wang Han Liu Tong Zhang 137 175 0 20 Jun 2013
Phase Retrieval using Alternating Minimization Praneeth Netrapalli Prateek Jain Sujay Sanghavi 226 633 0 02 Jun 2013
On the Complexity Analysis of Randomized Block-Coordinate Descent Methods Zhaosong Lu Lin Xiao 89 254 0 21 May 2013
Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima Po-Ling Loh Martin J. Wainwright 306 517 0 10 May 2013
Efficient Learning of Generalized Linear and Single Index Models with Isotonic Regression Sham Kakade Adam Tauman Kalai Varun Kanade Ohad Shamir 196 180 0 11 Apr 2011
Sparse single-index model Pierre Alquier Gérard Biau 123 91 0 17 Jan 2011