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数学与系统科学研究... [15]
自动化研究所 [2]
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OAI收割 [17]
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期刊论文 [17]
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2021 [1]
2020 [2]
2019 [5]
2018 [5]
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A Minibatch Proximal Stochastic Recursive Gradient Algorithm Using a Trust-Region-Like Scheme and Barzilai-Borwein Stepsizes
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 10, 页码: 4627-4638
作者:
Yu, Tengteng
;
Liu, Xin-Wei
;
Dai, Yu-Hong
;
Sun, Jie
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2022/04/02
Convergence
Convex functions
Risk management
Gradient methods
Learning systems
Sun
Barzilai-Borwein (BB) method
empirical risk minimization (ERM)
proximal method
stochastic gradient
trust-region
Distributed Continuous-Time Nonsmooth Convex Optimization With Coupled Inequality Constraints
期刊论文
OAI收割
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
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2020/05/24
Continuous-time algorithms
coupled inequality constraints
distributed convex optimization
multiagent networks
nonsmooth analysis
Primal Averaging: A New Gradient Evaluation Step to Attain the Optimal Individual Convergence
期刊论文
OAI收割
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 835-845
作者:
Tao, Wei
;
Pan, Zhisong
;
Wu, Gaowei
;
Tao, Qing
  |  
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2020/03/30
Convergence
Convex functions
Machine learning
Optimization methods
Linear programming
Cybernetics
Individual convergence
machine learning
mirror descent (MD) methods
regularized learning problems
stochastic gradient descent (SGD)
stochastic optimization
Adaptive Exact Penalty Design for Constrained Distributed Optimization
期刊论文
OAI收割
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 卷号: 64, 期号: 11, 页码: 4661-4667
作者:
Zhou, Hongbing
;
Zeng, Xianlin
;
Hong, Yiguang
  |  
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2020/05/24
Optimization
Distributed algorithms
Linear programming
Convex functions
Adaptive control
Convergence
Adaptive algorithms
Adaptive algorithm
convex and nondifferentiable function
distributed optimization
exact penalty method
Distributed continuous-time algorithm for a general nonsmooth monotropic optimization problem
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2019, 卷号: 29, 期号: 10, 页码: 3252-3266
作者:
Li, Xiuxian
;
Xie, Lihua
;
Hong, Yiguang
  |  
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2020/01/10
continuous-time networks
distributed convex optimization
general monotropic optimization problems
nonsmooth analysis
Stochastic Conjugate Gradient Algorithm With Variance Reduction
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 5, 页码: 1360-1369
作者:
Jin, Xiao-Bo
;
Zhang, Xu-Yao
;
Huang, Kaizhu
;
Geng, Guang-Gang
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收藏
  |  
浏览/下载:62/0
  |  
提交时间:2019/07/11
Computational efficiency
covariance reduction
empirical risk minimization (ERM)
linear convergence
stochastic conjugate gradient (CG)
DISTRIBUTED SUBGRADIENT-FREE STOCHASTIC OPTIMIZATION ALGORITHM FOR NONSMOOTH CONVEX FUNCTIONS OVER TIME-VARYING NETWORKS
期刊论文
OAI收割
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2019, 卷号: 57, 期号: 4, 页码: 2821-2842
作者:
Wang, Yinghui
;
Zhao, Wenxiao
;
Hong, Yiguang
;
Zamani, Mohsen
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收藏
  |  
浏览/下载:42/0
  |  
提交时间:2019/10/28
distributed stochastic optimization
gradient-/subgadient-free algorithm
nonsmoothness
randomized differences
AN OUTER APPROXIMATION METHOD FOR A CLASS OF MINIMAX CONVEX MINLP PROBLEMS
期刊论文
OAI收割
JOURNAL OF NONLINEAR AND CONVEX ANALYSIS, 2019, 卷号: 20, 期号: 3, 页码: 379-393
作者:
Chen, Liang
;
Dai, Yu-Hong
;
Wei, Zhou
  |  
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2020/01/10
Minimax convex problem
MINLP
outer approximation
subgradient
master program
Distributed Continuous-Time Algorithms for Resource Allocation Problems Over Weight-Balanced Digraphs
期刊论文
OAI收割
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 11, 页码: 3116-3125
作者:
Deng, Zhenhua
;
Liang, Shu
;
Hong, Yiguang
  |  
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2018/11/16
Distributed optimization
multiagent systems
nonsmooth analysis
projected dynamical systems
resource allocation
weight-balanced digraphs
Distributed Continuous-Time Algorithms for Resource Allocation Problems Over Weight-Balanced Digraphs
期刊论文
OAI收割
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 11, 页码: 3116-3125
作者:
Deng, Zhenhua
;
Liang, Shu
;
Hong, Yiguang
  |  
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2019/10/28
Distributed optimization
multiagent systems
nonsmooth analysis
projected dynamical systems
resource allocation
weight-balanced digraphs