中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
数学与系统科学研究院 [5]
自动化研究所 [2]
重庆绿色智能技术研究... [1]
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OAI收割 [8]
内容类型
期刊论文 [8]
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2023 [1]
2022 [2]
2020 [1]
2019 [1]
2018 [2]
2016 [1]
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Distributed Momentum-Based Frank-Wolfe Algorithm for Stochastic Optimization
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 685-699
作者:
Jie Hou
;
Xianlin Zeng
;
Gang Wang
;
Jian Sun
;
Jie Chen
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2023/03/02
Distributed optimization
Frank-Wolfe (FW) algorithms
momentum-based method
stochastic optimization
Large-Scale and Scalable Latent Factor Analysis via Distributed Alternative Stochastic Gradient Descent for Recommender Systems
期刊论文
OAI收割
IEEE TRANSACTIONS ON BIG DATA, 2022, 卷号: 8, 期号: 2, 页码: 420-431
作者:
Shi, Xiaoyu
;
He, Qiang
;
Luo, Xin
;
Bai, Yanan
;
Shang, Mingsheng
  |  
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2022/08/22
Recommender systems
Training
Optimization
Big Data
Cloud computing
Computational modeling
Sparse matrices
Recommender system
latent factor analysis
high-dimensional and sparse matrices
alternative stochastic gradient descent
distributed computing
A Primal-Dual SGD Algorithm for Distributed Nonconvex Optimization
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 812-833
作者:
Xinlei Yi
;
Shengjun Zhang
;
Tao Yang
;
Tianyou Chai
;
Karl Henrik Johansson
  |  
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/04/24
Distributed nonconvex optimization
linear speedup
Polyak-Łojasiewicz (P-Ł) condition
primal-dual algorithm
stochastic gradient descent
Distributed Stochastic Approximation Algorithm With Expanding Truncations
期刊论文
OAI收割
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2020, 卷号: 65, 期号: 2, 页码: 664-679
作者:
Lei, Jinlong
;
Chen, Han-Fu
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2020/05/24
Distributed optimization
distributed stochastic approximation
expanding truncation
multiagent network
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
  |  
收藏
  |  
浏览/下载:53/0
  |  
提交时间:2019/10/28
distributed stochastic optimization
gradient-/subgadient-free algorithm
nonsmoothness
randomized differences
Distributed resource allocation over random networks based on stochastic approximation
期刊论文
OAI收割
SYSTEMS & CONTROL LETTERS, 2018, 卷号: 114, 页码: 44-51
作者:
Yi, Peng
;
Lei, Jinlong
;
Hong, Yiguang
  |  
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2018/07/30
Distributed optimization
Resource allocation
Stochastic approximation
Random graph
Demand response
Optimal distributed stochastic mirror descent for strongly convex optimization
期刊论文
OAI收割
AUTOMATICA, 2018, 卷号: 90, 页码: 196-203
作者:
Yuan, Deming
;
Hong, Yiguang
;
Ho, Daniel W. C.
;
Jiang, Guoping
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2018/07/30
Distributed stochastic optimization
Strong convexity
Non-Euclidean divergence
Mirror descent
Epoch gradient descent
Optimal convergence rate
ON CONVERGENCE RATE OF DISTRIBUTED STOCHASTIC GRADIENT ALGORITHM FOR CONVEX OPTIMIZATION WITH INEQUALITY CONSTRAINTS
期刊论文
OAI收割
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2016, 卷号: 54, 期号: 5, 页码: 2872-2892
作者:
Yuan, Deming
;
Ho, Daniel W. C.
;
Hong, Yiguang
  |  
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2018/07/30
distributed convex optimization
constrained optimization algorithm
stochastic gradient
convergence rate