CUR from a Sparse Optimization Viewpoint

1 November 2010

Papers citing "CUR from a Sparse Optimization Viewpoint"

10 / 10 papers shown

Title
Rapid Robust Principal Component Analysis: CUR Accelerated Inexact Low Rank Estimation HanQin Cai Keaton Hamm Longxiu Huang Jiaqi Li Tao Wang 64 44 0 14 Oct 2020
CUR Decompositions, Approximations, and Perturbations Keaton Hamm Longxiu Huang 55 3 0 22 Mar 2019
The Singular Value Decomposition, Applications and Beyond Zhihua Zhang 65 20 0 29 Oct 2015
Provably Correct Algorithms for Matrix Column Subset Selection with Selectively Sampled Data Yining Wang Aarti Singh 124 22 0 17 May 2015
CUR Algorithm for Partially Observed Matrices Miao Xu Rong Jin Zhi Zhou 109 34 0 04 Nov 2014
Dissimilarity-based Sparse Subset Selection Member Ieee Ehsan Elhamifar Fellow Ieee Guillermo Sapiro F. I. S. Shankar Sastry 92 125 0 25 Jul 2014
Optimal CUR Matrix Decompositions Christos Boutsidis David P. Woodruff 130 188 0 30 May 2014
Fast Conical Hull Algorithms for Near-separable Non-negative Matrix Factorization Abhishek Kumar Vikas Sindhwani P. Kambadur 158 147 0 03 Oct 2012
Convex and Network Flow Optimization for Structured Sparsity Julien Mairal Rodolphe Jenatton G. Obozinski Francis R. Bach 222 109 0 11 Apr 2011
Network Flow Algorithms for Structured Sparsity Julien Mairal Rodolphe Jenatton G. Obozinski Francis R. Bach 135 173 0 31 Aug 2010