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SRSC: Selective, Robust, and Supervised Constrained Feature Representation for Image Classification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4290-4302
作者:
Xie, Guo-Sen
;
Zhang, Zheng
;
Liu, Li
;
Zhu, Fan
;
Zhang, Xu-Yao
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2021/01/07
Training
Task analysis
Learning systems
Computational modeling
Optimization
Support vector machines
Principal component analysis
Feature learning
feature selection
least squares
subspace learning
Regularized HSS iteration methods for stabilized saddle-point problems
期刊论文
IMA JOURNAL OF NUMERICAL ANALYSIS, 2019, 卷号: 39, 期号: 4, 页码: 1888-1923
作者:
Bai, Zhong-Zhi
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  |  
浏览/下载:63/0
  |  
提交时间:2020/01/10
stabilized saddle-point problem
Hermitian and skew-Hermitian splitting
stationary iteration method
inexact implementation
preconditioning
convergence
THE INEXACT LOG-EXPONENTIAL REGULARIZATION METHOD FOR MATHEMATICAL PROGRAMS WITH VERTICAL COMPLEMENTARITY CONSTRAINTS
期刊论文
JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2019, 卷号: 15, 页码: 59-79
作者:
Pang, Liping
;
Xu, Na
;
Lv, Jian
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  |  
浏览/下载:9/0
  |  
提交时间:2019/12/02
Mathematical program with vertical complementarity constraints
inexact KKT points
C-/M-stationarity
constraint qualification
convergence
inexact regularization method
Constrained Low-Rank Learning Using Least Squares-Based Regularization
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 12, 页码: 4250-4262
作者:
Li, Ping
;
Yu, Jun
;
Wang, Meng
;
Zhang, Luming
;
Cai, Deng
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  |  
浏览/下载:35/0
  |  
提交时间:2017/12/26
Data Representation
Image Classification
Low-rank Learning
Regularization
Robust Recovery
Analysis on inexact block diagonal preconditioners for elliptic PDE-constrained optimization problems
期刊论文
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2017, 卷号: 74, 期号: 10, 页码: 2423-2437
作者:
Huang, Na
;
Ma, Chang-Feng
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  |  
浏览/下载:24/0
  |  
提交时间:2018/07/25
PDE-constrained optimization
Saddle point matrices
Preconditioner
Cholesky decomposition
Spectral bound
Discriminative Transfer Subspace Learning via Low-Rank and Sparse Representation
期刊论文
ieee transactions on image processing, 2016, 卷号: 25, 期号: 2, 页码: 850-863
作者:
Xu, Yong
;
Fang, Xiaozhao
;
Wu, Jian
;
Li, Xuelong
;
Zhang, David
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  |  
浏览/下载:12/0
  |  
提交时间:2016/11/03
Source domain
target domain
low-rank and sparse constraints
knowledge transfer
subspace learning
Tomographic bioluminescence imaging reconstruction via a dynamically sparse regularized global method in mouse models
期刊论文
JOURNAL OF BIOMEDICAL OPTICS, 2011, 卷号: 16, 期号: 4, 页码: -
作者:
Liu, Kai
;
Tian, Jie
;
Qin, Chenghu
;
Yang, Xin
;
Zhu, Shouping
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  |  
浏览/下载:15/0
  |  
提交时间:2015/08/12
tomographic imaging
optical imaging
bioluminescence imaging
inverse problem
sparse regularization
Poisson-Nernst-Planck equations for simulating biomolecular diffusion-reaction processes I: Finite element solutions
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2010, 卷号: 229, 期号: 19, 页码: 6979-6994
作者:
Lu, Benzhuo
;
Holst, Michael J.
;
McCammon, J. Andrew
;
Zhou, Y. C.
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  |  
浏览/下载:16/0
  |  
提交时间:2018/07/30
Electrodiffusion
Poisson-Nernst-Planck equations
Finite element
Singular charges
Molecular surface
Boundary condition
Conditioning
On the inexactness level of robust Levenberg-Marquardt methods
期刊论文
OPTIMIZATION, 2010, 卷号: 59, 期号: 2, 页码: 273-287
作者:
Fischer, A.
;
Shukla, P. K.
;
Wang, M.
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  |  
浏览/下载:17/0
  |  
提交时间:2018/07/30
nonlinear equation
Levenberg-Marquardt method
quadratic convergence
nonisolated solution
FAST ALGORITHMS FOR THE GENERALIZED FOLEY-SAMMON DISCRIMINANT ANALYSIS
期刊论文
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2010, 卷号: 31, 期号: 4, 页码: 1584-1605
作者:
Zhang, Lei-Hong
;
Liao, Li-Zhi
;
Ng, Michael K.
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  |  
浏览/下载:4/0
  |  
提交时间:2019/08/22
dimension reduction
linear discriminant analysis
regularization
Foley-Sammon transform
global convergence
quadratic convergence
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