Exploring Algorithmic Limits of Matrix Rank Minimization under Affine Constraints

10 June 2014

Papers citing "Exploring Algorithmic Limits of Matrix Rank Minimization under Affine Constraints"

10 / 10 papers shown

Title
Generalized Nonconvex Nonsmooth Low-Rank Minimization Canyi Lu Jinhui Tang Shuicheng Yan Zhouchen Lin 65 274 0 29 Apr 2014
Low-rank Matrix Completion using Alternating Minimization Prateek Jain Praneeth Netrapalli Sujay Sanghavi 222 1,066 0 03 Dec 2012
Non-Convex Rank Minimization via an Empirical Bayesian Approach David Wipf 86 42 0 10 Jul 2012
Sparse Bayesian Methods for Low-Rank Matrix Estimation S. D. Babacan M. Luessi Rafael Molina Aggelos K. Katsaggelos CML 138 285 0 25 Feb 2011
TILT: Transform Invariant Low-rank Textures Zhengdong Zhang Arvind Ganesh Xiao Liang Yi-An Ma 102 374 0 15 Dec 2010
The Convex Geometry of Linear Inverse Problems V. Chandrasekaran Benjamin Recht P. Parrilo A. Willsky 205 1,340 0 03 Dec 2010
Efficient Matrix Completion with Gaussian Models F. Léger Guoshen Yu Guillermo Sapiro 98 22 0 19 Oct 2010
Robust Recovery of Subspace Structures by Low-Rank Representation Guangcan Liu Zhouchen Lin Shuicheng Yan Ju Sun Yong Yu Yi-An Ma 115 3,224 0 14 Oct 2010
A Gradient Descent Algorithm on the Grassman Manifold for Matrix Completion Raghunandan H. Keshavan Sewoong Oh 100 393 0 27 Oct 2009
Guaranteed Rank Minimization via Singular Value Projection Raghu Meka Prateek Jain Inderjit S. Dhillon 183 553 0 30 Sep 2009