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A semismooth Newton based augmented Lagrangian method for nonsmooth optimization on matrix manifolds
期刊论文
MATHEMATICAL PROGRAMMING, 2022, 页码: 61
作者:
Zhou, Yuhao
;
Bao, Chenglong
;
Ding, Chao
;
Zhu, Jun
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/02/07
Nonsmooth manifold optimization
Semismooth Newton method
Augmented Lagrangian method
Riemannian manifold
Momentum Acceleration in the Individual Convergence of Nonsmooth Convex Optimization With Constraints
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 3, 页码: 1107-1118
作者:
Tao, Wei
;
Wu, Gao-Wei
;
Tao, Qing
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  |  
浏览/下载:15/0
  |  
提交时间:2022/06/10
Heavy-ball (HB) methods
individual convergence
machine learning
momentum methods
nonsmooth optimization
sparsity
A NEW PRIMAL-DUAL ALGORITHM FOR STRUCTURED CONVEX OPTIMIZATION INVOLVING A LIPSCHITZIAN TERM
期刊论文
PACIFIC JOURNAL OF OPTIMIZATION, 2022, 卷号: 18, 期号: 2, 页码: 497-517
作者:
Zhou, Danqing
;
Chang, Xiaokai
;
Yang, Junfeng
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  |  
浏览/下载:9/0
  |  
提交时间:2022/07/19
structured convex optimization
primal-dual
full-splitting
saddle point
sublinear convergence rate
golden ratio
Global and Asymptotically Efficient Localization From Range Measurements
期刊论文
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2022, 卷号: 70, 页码: 5041-5057
作者:
Zeng, Guangyang
;
Mu, Biqiang
;
Chen, Jiming
;
Shi, Zhiguo
;
Wu, Junfeng
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  |  
浏览/下载:3/0
  |  
提交时间:2023/02/07
Range measurements
TOA localization
two-step localization
large-sample analysis
A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Min, Wenwen
;
Wan, Xiang
;
Chang, Tsung-Hui
;
Zhang, Shihua
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  |  
浏览/下载:8/0
  |  
提交时间:2022/04/02
Gene expression
Biology
Biological system modeling
Principal component analysis
Mathematical model
Data models
Big Data
Absolute-valued graph regularization
graph regularization
sparse learning
structured sparse singular value decomposition (SVD)
Radial Basis Function Interpolation and Galerkin Projection for Direct Trajectory Optimization and Costate Estimation
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1380-1388
作者:
Hossein Mirinejad
;
Tamer Inanc
;
Jacek M. Zurada
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  |  
浏览/下载:24/0
  |  
提交时间:2021/06/11
Costate estimation
direct trajectory optimization
Galerkin projection
numerical optimal control
radial basis function interpolation
EXACT PENALTY FUNCTION FOR \ell2,1 NORM MINIMIZATION OVER THE STIEFEL MANIFOLD
期刊论文
SIAM JOURNAL ON OPTIMIZATION, 2021, 卷号: 31, 期号: 4, 页码: 3097-3126
作者:
Xiao, Nachuan
;
Liu, Xin
;
Ya-Xiang Yuan
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  |  
浏览/下载:6/0
  |  
提交时间:2022/04/02
orthogonality constraint
Stiefel manifold
nonsmooth optimization
augmented Lagrangian method
The Strength of Nesterov's Extrapolation in the Individual Convergence of Nonsmooth Optimization
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 7, 页码: 2557-2568
作者:
Tao, Wei
;
Pan, Zhisong
;
Wu, Gaowei
;
Tao, Qing
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  |  
浏览/下载:17/0
  |  
提交时间:2020/08/03
Convergence
Extrapolation
Optimization
Acceleration
Machine learning
Task analysis
Machine learning algorithms
Individual convergence
machine learning
Nesterov's extrapolation
nonsmooth optimization
sparsity
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
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  |  
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
Distributed Continuous-Time Nonsmooth Convex Optimization With Coupled Inequality Constraints
期刊论文
IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2020, 卷号: 7, 期号: 1, 页码: 74-84
作者:
Li, Xiuxian
;
Xie, Lihua
;
Hong, Yiguang
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  |  
浏览/下载:10/0
  |  
提交时间:2020/05/24
Continuous-time algorithms
coupled inequality constraints
distributed convex optimization
multiagent networks
nonsmooth analysis
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