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Large-Scale Low-Rank Matrix Learning with Nonconvex Regularizers

1 August 2017

Papers citing "Large-Scale Low-Rank Matrix Learning with Nonconvex Regularizers"

20 / 20 papers shown

Title
Accelerating Large-Scale Regularized High-Order Tensor Recovery Wenjin Qin Hailin Wang Jingyao Hou Jianjun Wang 64 0 0 11 Jun 2025
Efficient Differentiable Approximation of Generalized Low-rank Regularization Naiqi Li Yuqiu Xie Peiyuan Liu Tao Dai Yong Jiang Shu-Tao Xia 24 0 0 21 May 2025
Tailed Low-Rank Matrix Factorization for Similarity Matrix Completion Changyi Ma Runsheng Yu Xiao Chen Youzhi Zhang 74 0 0 29 Sep 2024
Low-rank matrix estimation via nonconvex spectral regularized methods in errors-in-variables matrix regression Xin Li Dongya Wu 48 0 0 05 Mar 2024
Guaranteed Tensor Recovery Fused Low-rankness and Smoothness Hailin Wang Jiangjun Peng Wenjin Qin Jianjun Wang Deyu Meng 112 81 0 04 Feb 2023
Multi-channel Nuclear Norm Minus Frobenius Norm Minimization for Color Image Denoising Yiwen Shan D. Hu Zhi Wang Tao Jia 60 16 0 16 Sep 2022
Low-Rank Mirror-Prox for Nonsmooth and Low-Rank Matrix Optimization Problems Dan Garber Atara Kaplan 78 0 0 23 Jun 2022
Truncated tensor Schatten p-norm based approach for spatiotemporal traffic data imputation with complicated missing patterns Tong Nie Guoyang Qin Jian Sun 87 53 0 19 May 2022
Low-rank Tensor Learning with Nonconvex Overlapped Nuclear Norm Regularization Quanming Yao Yaqing Wang Bo Han James T. Kwok 71 2 0 06 May 2022
Low-Rank Extragradient Method for Nonsmooth and Low-Rank Matrix Optimization Problems Dan Garber Atara Kaplan 79 5 0 08 Feb 2022
Low-Rank Hankel Tensor Completion for Traffic Speed Estimation Xudong Wang Yuankai Wu Dingyi Zhuang Lijun Sun 80 41 0 21 May 2021
A Scalable, Adaptive and Sound Nonconvex Regularizer for Low-rank Matrix Completion Yaqing Wang Quanming Yao James T. Kwok 39 0 0 14 Aug 2020
Low-Rank Factorization for Rank Minimization with Nonconvex Regularizers April Sagan J. Mitchell 38 5 0 13 Jun 2020
Tensor p-shrinkage nuclear norm for low-rank tensor completion Chunsheng Liu Hong Shan Chunlei Chen 51 23 0 09 Jul 2019
Efficient Low-Rank Semidefinite Programming with Robust Loss Functions Quanming Yao Hansi Yang En-Liang Hu James T. Kwok 141 2 0 12 May 2019
Binary matrix completion with nonconvex regularizers Chunsheng Liu 113 1 0 08 Apr 2019
Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery Yu-Bang Zheng Tingzhu Huang Xile Zhao Tai-Xiang Jiang Teng-Yu Ji Tian-Hui Ma 85 93 0 03 Dec 2018
Low Rank Regularization: A Review Zhanxuan Hu Feiping Nie Rong Wang Xuelong Li 57 81 0 14 Aug 2018
FasTer: Fast Tensor Completion with Nonconvex Regularization Quanming Yao James T. Kwok Bo Han 50 1 0 23 Jul 2018
Fast Low-Rank Matrix Estimation without the Condition Number Mohammadreza Soltani Chinmay Hegde 37 10 0 08 Dec 2017