Generalized Singular Value Thresholding

Generalized Singular Value Thresholding

6 December 2014

Chunyan Xu

Papers citing "Generalized Singular Value Thresholding"

15 / 15 papers shown

Title
Efficient Low-rank Identification via Accelerated Iteratively Reweighted Nuclear Norm Minimization Hao Wang Ye Wang Xiangyu Yang 34 0 0 22 Jun 2024
Low-Rank Tensor Completion via Novel Sparsity-Inducing Regularizers Zhi-yong Wang H. C. So A. Zoubir 33 5 0 10 Oct 2023
Low-Rank Tensor Completion Based on Bivariate Equivalent Minimax-Concave Penalty Hongbing Zhang Xinyi Liu Hongtao Fan Yajing Li Yinlin Ye 33 0 0 30 Jan 2022
A Scalable, Adaptive and Sound Nonconvex Regularizer for Low-rank Matrix Completion Yaqing Wang Quanming Yao James T. Kwok 24 0 0 14 Aug 2020
Low-Rank Factorization for Rank Minimization with Nonconvex Regularizers April Sagan J. Mitchell 24 5 0 13 Jun 2020
Multi-band Weighted $l_p$ Norm Minimization for Image Denoising Yanchi Su Zhanshan Li Haihong Yu Zeyu Wang 28 0 0 14 Jan 2019
$$\ell_0$-Motivated Low-Rank Sparse Subspace Clustering$ $\ell_0$ -Motivated Low-Rank Sparse Subspace Clustering Maria Brbic I. Kopriva 20 47 0 17 Dec 2018
Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements Canyi Lu Jiashi Feng Zhouchen Lin Shuicheng Yan 45 103 0 07 Jun 2018
Multi-dimensional imaging data recovery via minimizing the partial sum of tubal nuclear norm Tai-Xiang Jiang Tingzhu Huang Xile Zhao Liang-Jian Deng 32 106 0 15 Dec 2017
Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis Canyi Lu Jiashi Feng Zhouchen Lin Shuicheng Yan 32 17 0 08 Dec 2017
Iteratively Linearized Reweighted Alternating Direction Method of Multipliers for a Class of Nonconvex Problems Tao Sun Hao Jiang Lizhi Cheng Wei Zhu 20 28 0 01 Sep 2017
Fast Low-Rank Matrix Learning with Nonconvex Regularization Quanming Yao James T. Kwok Leon Wenliang Zhong 19 45 0 03 Dec 2015
Enhanced Low-Rank Matrix Approximation Ankit Parekh I. Selesnick 37 85 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
Smoothed Low Rank and Sparse Matrix Recovery by Iteratively Reweighted Least Squares Minimization Canyi Lu Zhouchen Lin Shuicheng Yan 54 135 0 29 Jan 2014