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北京大学 [5]
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AN ALTERNATING MINIMIZATION METHOD FOR MATRIX COMPLETION PROBLEMS
期刊论文
DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES S, 2020, 卷号: 13, 期号: 6, 页码: 1757-1772
作者:
Shen, Yuan
;
Liu, Xin
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2020/05/24
Matrix completion
symmetric low rank product minimization
singular value decomposition
alternating minimization
Cyclic Weighted Median Method for L1 Low-Rank with Nonlocal for Single color image denoising
会议论文
Xi'an, China, October 10-13, 2020
作者:
Luo Q(罗琼)
;
Liu JX(刘佳鑫)
;
Han Z(韩志)
;
Li, Yong
;
Tang YD(唐延东)
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  |  
浏览/下载:37/0
  |  
提交时间:2021/01/24
A new nonconvex approach to low-rank matrix completion with application to image inpainting
期刊论文
Multidimensional Systems and Signal Processing, 2019, 卷号: 30, 页码: 145-174
作者:
Yu, Yongchao
;
Peng, Jigen
;
Yue, Shigang
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  |  
浏览/下载:9/0
  |  
提交时间:2019/11/19
Alternating minimization
Alternating minimization algorithms
Approximation problems
Convex optimization algorithms
Image Inpainting
Low-rank matrix completions
Moreau envelope
Nuclear norm minimizations
A Nonconvex Relaxation Approach to Low-Rank Tensor Completion
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2019, 卷号: 30, 期号: 6, 页码: 1659-1671
作者:
Zhang, Xiongjun*
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/23
Kurdyka-Lojasiewicz (KL) property
nonconvex optimization
nuclear norm
proximal linearized minimization (PLM)
tensor completion
SNIG PROPERTY OF MATRIX LOW-RANK FACTORIZATION MODEL
期刊论文
JOURNAL OF COMPUTATIONAL MATHEMATICS, 2018, 卷号: 36, 期号: 3, 页码: 374-390
作者:
Wang, Hong
;
Liu, Xin
;
Chen, Xiaojun
;
Yuan, Ya-xiang
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  |  
浏览/下载:26/0
  |  
提交时间:2019/03/05
Low rank factorization
Nonconvex optimization
Second-order optimality condition
Global minimizer
A nonconvex nonsmooth regularization method for compressed sensing and low rank matrix completion
期刊论文
DIGITAL SIGNAL PROCESSING, 2017, 卷号: 62
作者:
Cui, Zhuo-Xu
;
Fan, Qibin
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/05
Compressed sensing
Low rank matrix completion
Nonconvex nonsmooth regularization
Alternating minimization method
Weighted Schatten p-Norm Minimization for Image Denoising and Background Subtraction
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 10, 页码: 4842-4857
作者:
Xie, Yuan
;
Gu, Shuhang
;
Liu, Yan
;
Zuo, Wangmeng
;
Zhang, Wensheng
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  |  
浏览/下载:24/0
  |  
提交时间:2016/10/26
Low Rank
Weighted Schatten P-norm
Low-level Vision
An Efficient Algorithm for Tensor Principal Component Analysis via Proximal Linearized Alternating Direction Method of Multipliers
会议论文
作者:
Qiao, Linbo
;
Zhang, Bofeng
;
Zhuang, Lei
;
Su, Jinshu
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  |  
浏览/下载:3/0
  |  
提交时间:2019/08/22
Tensor
Principal Component Analysis
Proximal Linearized Alternating Direction Method of Multipliers
Nonconvex Nonsmooth Low Rank Minimization via Iteratively Reweighted Nuclear Norm
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016
Lu, Canyi
;
Tang, Jinhui
;
Yan, Shuicheng
;
Lin, Zhouchen
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  |  
浏览/下载:12/0
  |  
提交时间:2017/12/03
Nonconvex low rank minimization
iteratively reweighted nuclear norm algorithm
LEAST-SQUARES MINIMIZATION
MATRIX COMPLETION
THRESHOLDING ALGORITHM
SPARSE REPRESENTATION
VARIABLE SELECTION
FACE RECOGNITION
REGULARIZATION
RECOVERY
SEGMENTATION
SYSTEMS
Exploring Algorithmic Limits of Matrix Rank Minimization Under Affine Constraints
期刊论文
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2016
Xin, Bo
;
Wang, Yizhou
;
Gao, Wen
;
Wipf, David
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  |  
浏览/下载:4/0
  |  
提交时间:2017/12/03
Rank minimization
affine constraints
matrix completion
matrix recovery
empirical Bayes
PRINCIPAL COMPONENT ANALYSIS
COMPLETION
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