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Affine Subspace Robust Low-Rank Self-Representation: From Matrix to Tensor
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9357-9373
作者:
Tang, Yongqiang
;
Xie, Yuan
;
Zhang, Wensheng
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/11/17
Affine subspace
low-rank representation
low-rank tensor
multi-view learning
subspace clustering
Hyperspectral Unmixing Using Nonlocal Similarity-Regularized Low-Rank Tensor Factorization
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:
Yuan, Yuan
;
Dong, Le
;
Li, Xuelong
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  |  
浏览/下载:54/0
  |  
提交时间:2022/01/18
Tensors
TV
Hyperspectral imaging
Data models
Task analysis
Optimization
Data mining
Hyperspectral unmixing
low tensor rank
nonlocal similarity
nonnegative tensor factorization (NTF)
Robust Kernelized Multiview Self-Representation for Subspace Clustering
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 2, 页码: 868-881
作者:
Xie, Yuan
;
Liu, Jinyan
;
Qu, Yanyun
;
Tao, Dacheng
;
Zhang, Wensheng
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2021/03/29
Tensile stress
Kernel
Manifolds
Optimization
Learning systems
Correlation
Data models
Kernelization
multiview subspace learning
nonlinear subspace clustering
tensor singular value decomposition (t-SVD)
A proximal DC approach for quadratic assignment problem
期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2021, 页码: 27
作者:
Jiang, Zhuoxuan
;
Zhao, Xinyuan
;
Ding, Chao
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/04/26
Quadratic assignment problem
Doubly nonnegative programming
Augmented Lagrangian method
Rank constraint
Lifts of Non-Compact Convex Sets and Cone Factorizations
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2020, 页码: 24
作者:
Wang, Chu
;
Zhi, Lihong
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  |  
浏览/下载:4/0
  |  
提交时间:2020/09/23
Cone factorization
convex set
lift
nonnegative rank
polyhedron
positive semidefinite rank
recession cone
ADAPTIVE LOW-NONNEGATIVE-RANK APPROXIMATION FOR STATE AGGREGATION OF MARKOV CHAINS
期刊论文
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2020, 卷号: 41, 期号: 1, 页码: 244-278
作者:
Duan, Yaqi
;
Wang, Mengdi
;
Wen, Zaiwen
;
Yuan, Yaxiang
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  |  
浏览/下载:10/0
  |  
提交时间:2020/09/23
Markov chain
state aggregation
nonnegative matrix factorization
atomic norm
proximal alternating linearized minimization
MEASURING AND TESTING FOR INTERVAL QUANTILE DEPENDENCE
期刊论文
ANNALS OF STATISTICS, 2018, 卷号: 46, 期号: 6, 页码: 2683-2710
作者:
Zhu, Liping
;
Zhang, Yaowu
;
Xu, Kai
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  |  
浏览/下载:7/0
  |  
提交时间:2019/08/22
Correlation
independence
quantile regression
rank test
sure screening property
Structurally Incoherent Low-Rank Nonnegative Matrix Factorization for Image Classification
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 11, 页码: 5248-5260
作者:
Lu, Yuwu
;
Yuan, Chun
;
Zhu, Wenwu
;
Li, Xuelong
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  |  
浏览/下载:34/0
  |  
提交时间:2018/09/11
Nmf
Structurally Incoherent
Low-rank
Image Classification
MODEL-FREE FEATURE SCREENING FOR ULTRAHIGH DIMENSIONAL DATATHROUGH A MODIFIED BLUM-KIEFER-ROSENBLATT CORRELATION
期刊论文
STATISTICA SINICA, 2018, 卷号: 28, 期号: 3, 页码: 1351-1370
作者:
Zhou, Yeqing
;
Zhu, Liping
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/08/22
Blum-Kiefer-Rosenblatt correlation
feature screening
independence test
ranking consistency property
sure screening property
Predicting Drug-Target Interactions with Neighbor Interaction Information and Discriminative Low-rank Representation
期刊论文
CURRENT PROTEIN & PEPTIDE SCIENCE, 2018, 卷号: Vol.19 No.5, 页码: 455-467
作者:
Peng, LH
;
Liao, B
;
Zhu, W
;
Li, ZJ
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/26
Drug-target
interaction
new
drugs
or
targets
neighbor
interaction
profile
nonnegative
matrix
factorization
discriminative
low-rank
representation
sparse
representation
classification
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