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Low-Rank Matrix Recovery via Modified Schatten p Norm Minimization with Convergence Guarantees Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 3132-3142
Authors:  Zhang,Hengmin;  Qian,Jianjun;  Zhang,Bob;  Yang,Jian;  Gong,Chen;  Wei,Yang
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2021/03/11
convergence guarantees  iterative singular value thresholding algorithm  Kurdyka-Łojasiewicz property  Low-rank matrix recovery  modified Schatten-p norm  
Efficient Recovery of Low-Rank Matrix via Double Nonconvex Nonsmooth Rank Minimization Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2019,Volume: 30,Issue: 10,Page: 2916-2925
Authors:  Zhang,Hengmin;  Gong,Chen;  Qian,Jianjun;  Zhang,Bob;  Xu,Chunyan;  Yang,Jian
Favorite |  | TC[WOS]:4 TC[Scopus]:8 | Submit date:2021/03/11
Double nonconvex nonsmooth rank (NNR) minimization  iteratively reweighted singular values function (SVF) algorithm  low-rank matrix recovery  nuclear norm-based minimization (NNM)  
Weighted sparse coding regularized nonconvex matrix regression for robust face recognition Journal article
INFORMATION SCIENCES, 2017,Volume: 394,Page: 1-17
Authors:  Zhang, Hengmin;  Yang, Jian;  Xie, Jianchun;  Qian, Jianjun;  Zhang, Bob
Favorite |  | TC[WOS]:24 TC[Scopus]:28 | Submit date:2018/10/30
Nonconvex matrix regression  Weighted sparse coding  Inexact augmented lagrange multiplier method  Face recognition