Scalable Robust Matrix Recovery: Frank-Wolfe Meets Proximal Methods

Scalable Robust Matrix Recovery: Frank-Wolfe Meets Proximal Methods

29 March 2014

Papers citing "Scalable Robust Matrix Recovery: Frank-Wolfe Meets Proximal Methods"

12 / 12 papers shown

Title
Convex optimization over a probability simplex James Chok G. Vasil 30 2 0 15 May 2023
Parabolic Relaxation for Quadratically-constrained Quadratic Programming -- Part I: Definitions & Basic Properties Ramtin Madani Mersedeh Ashraphijuo Mohsen Kheirandishfard Alper Atamtürk 26 1 0 07 Aug 2022
Low-Rank Mirror-Prox for Nonsmooth and Low-Rank Matrix Optimization Problems Dan Garber Atara Kaplan 23 0 0 23 Jun 2022
Low-Rank Extragradient Method for Nonsmooth and Low-Rank Matrix Optimization Problems Dan Garber Atara Kaplan 23 5 0 08 Feb 2022
Screening for a Reweighted Penalized Conditional Gradient Method Yifan Sun Francis R. Bach 18 0 0 02 Jul 2021
Unique sparse decomposition of low rank matrices Dian Jin Xin Bing Yuqian Zhang 33 4 0 14 Jun 2021
On the Efficient Implementation of the Matrix Exponentiated Gradient Algorithm for Low-Rank Matrix Optimization Dan Garber Atara Kaplan 16 4 0 18 Dec 2020
Safe Screening for the Generalized Conditional Gradient Method Yifan Sun Francis R. Bach 27 9 0 22 Feb 2020
Efficient Optimization Algorithms for Robust Principal Component Analysis and Its Variants Shiqian Ma N. Aybat 20 51 0 09 Jun 2018
Structured Nonconvex and Nonsmooth Optimization: Algorithms and Iteration Complexity Analysis Bo Jiang Tianyi Lin Shiqian Ma Shuzhong Zhang 23 146 0 09 May 2016
An Extended Frank-Wolfe Method with "In-Face" Directions, and its Application to Low-Rank Matrix Completion R. Freund Paul Grigas Rahul Mazumder 14 115 0 06 Nov 2015
Decomposition into Low-rank plus Additive Matrices for Background/Foreground Separation: A Review for a Comparative Evaluation with a Large-Scale Dataset T. Bouwmans A. Sobral S. Javed Soon Ki Jung E. Zahzah 39 330 0 04 Nov 2015