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YIBO BOB ZHANG [6]
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Incorporating Linear Regression Problems Into An Adaptive Framework with Feasible Optimizations
Journal article
IEEE Transactions on Multimedia, 2022
Authors:
Zhang, Hengmin
;
Qian, Feng
;
Zhang, Bob
;
Du, Wenli
;
Qian, Jianjun
;
Yang, Jian
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TC[WOS]:
0
TC[Scopus]:
0
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Submit date:2022/05/17
Adaptation Models
Convergence
Convergence Analysis The Authors Would Like To Thank The ediTors And The Anonymous Reviewers For Their Critical And Constructive Comments And Suggestions
Convex Vector And Matrix Norm
Iteratively Re-weighted Algorithm
Linear Regression
Linear Regression
Loss Measurement
Matrices
Optimization
Sparse Matrices
Robust Recovery of Low Rank Matrix by Nonconvex Rank Regularization
Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Haikou, China, August 6–8, 2021
Authors:
Zhang, Hengmin
;
Luo, Wei
;
Du, Wenli
;
Qian, Jianjun
;
Yang, Jian
;
Zhang, Bob
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TC[WOS]:
0
TC[Scopus]:
0
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Submit date:2022/05/13
Convergence Analysis
Kkt Conditions
Low Rank Matrix Recovery
Nonconve Admm
Nonconvex Rank Regularization
Image decomposition based matrix regression with applications to robust face recognition
Journal article
Pattern Recognition, 2020,Volume: 102
Authors:
Qian,Jianjun
;
Yang,Jian
;
Xu,Yong
;
Xie,Jin
;
Lai,Zhihui
;
Zhang,Bob
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TC[WOS]:
13
TC[Scopus]:
13
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Submit date:2021/03/11
Image Decomposition
Low Rank
Matrix Regression
Pattern Classification
Low-Rank Matrix Recovery via Modified Schatten p Norm Minimization with Convergence Guarantees
Journal article
IEEE Transactions on Image Processing, 2019,Volume: 29,Page: 3132-3142
Authors:
Zhang,Hengmin
;
Qian,Jianjun
;
Zhang,Bob
;
Yang,Jian
;
Gong,Chen
;
Wei,Yang
Favorite
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TC[WOS]:
15
TC[Scopus]:
17
|
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
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TC[WOS]:
14
TC[Scopus]:
16
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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: 394–395,Page: 1-17
Authors:
Zhang, Hengmin
;
Yang, Jian
;
Xie, Jianchun
;
Qian, Jianjun
;
Zhang, Bob
Favorite
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TC[WOS]:
30
TC[Scopus]:
37
|
Submit date:2018/10/30
Nonconvex Matrix Regression
Weighted Sparse Coding
Inexact Augmented Lagrange Multiplier Method
Face Recognition