Fast Low-Rank Matrix Learning with Nonconvex Regularization

3 December 2015

Papers citing "Fast Low-Rank Matrix Learning with Nonconvex Regularization"

7 / 7 papers shown

Title
Low-Rank Factorization for Rank Minimization with Nonconvex Regularizers April Sagan J. Mitchell 38 5 0 13 Jun 2020
Adaptive Structure-constrained Robust Latent Low-Rank Coding for Image Recovery Zhao Zhang Lei Wang Sheng Li Yang Wang Zheng Zhang Zhengjun Zha Meng Wang 45 11 0 21 Aug 2019
An Efficient ADMM-Based Algorithm to Nonconvex Penalized Support Vector Machines Lei Guan Linbo Qiao Dongsheng Li Tao Sun Ke-shi Ge Xicheng Lu 59 14 0 11 Sep 2018
Large-Scale Low-Rank Matrix Learning with Nonconvex Regularizers Quanming Yao James T. Kwok Taifeng Wang Tie-Yan Liu 72 95 0 01 Aug 2017
Learning of Generalized Low-Rank Models: A Greedy Approach Quanming Yao James T. Kwok 55 1 0 27 Jul 2016
Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity Quanming Yao James T. Kwok 61 53 0 13 Jun 2016
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 99 332 0 04 Nov 2015