Robust PCA via Nonconvex Rank Approximation

17 November 2015

Papers citing "Robust PCA via Nonconvex Rank Approximation"

14 / 14 papers shown

Title
Depth-Aided Color Image Inpainting in Quaternion Domain Shunki Tatsumi Ryo Hayakawa Youji Iiguni 152 0 0 21 Mar 2025
MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection Zhuoxiao Chen Junjie Meng Mahsa Baktashmotlagh Yonggang Zhang Zi Huang Yadan Luo 191 2 0 21 Jun 2024
A Fast Factorization-based Approach to Robust PCA Chong Peng Zhao Kang Q. Cheng 41 12 0 27 Sep 2016
Robust Subspace Clustering via Tighter Rank Approximation Zhao Kang Chong Peng Q. Cheng 57 22 0 30 Oct 2015
Robust Subspace Clustering via Smoothed Rank Approximation Zhao Kang Chong Peng Q. Cheng 71 47 0 18 Aug 2015
Non-convex Robust PCA Praneeth Netrapalli U. Niranjan Sujay Sanghavi Anima Anandkumar Prateek Jain 108 286 0 28 Oct 2014
Optimal computational and statistical rates of convergence for sparse nonconvex learning problems Zhaoran Wang Han Liu Tong Zhang 151 175 0 20 Jun 2013
Multi-Stage Multi-Task Feature Learning Pinghua Gong Jieping Ye Changshui Zhang 124 160 0 22 Oct 2012
Efficient Sparse Group Feature Selection via Nonconvex Optimization Shuo Xiang Xiao Tong Jieping Ye 87 57 0 23 May 2012
Sparse Bayesian Methods for Low-Rank Matrix Estimation S. D. Babacan M. Luessi Rafael Molina Aggelos K. Katsaggelos CML 157 285 0 25 Feb 2011
Two Proposals for Robust PCA using Semidefinite Programming Michael B. McCoy J. Tropp 204 162 0 06 Dec 2010
Robust PCA via Outlier Pursuit Huan Xu Constantine Caramanis Sujay Sanghavi 116 768 0 20 Oct 2010
Robust Recovery of Subspace Structures by Low-Rank Representation Guangcan Liu Zhouchen Lin Shuicheng Yan Ju Sun Yong Yu Yi-An Ma 135 3,226 0 14 Oct 2010
Nearly unbiased variable selection under minimax concave penalty Cun-Hui Zhang 344 3,569 0 25 Feb 2010