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Optimal distributed stochastic mirror descent for strongly convex optimization 期刊论文
AUTOMATICA, 2018, 卷号: 90, 页码: 196-203
Authors:  Yuan, Deming;  Hong, Yiguang;  Ho, Daniel W. C.;  Jiang, Guoping
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Distributed stochastic optimization  Strong convexity  Non-Euclidean divergence  Mirror descent  Epoch gradient descent  Optimal convergence rate  
Guest Editorial: Recent Developments in Logical Networks and its Applications 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2017, 卷号: 11, 期号: 13, 页码: 2037-2039
Authors:  Cao, Jinde;  Cheng, Daizhan;  Ghosh, Bijoy K.;  Ho, Daniel W. C.;  Li, Haitao;  Lu, Jianquan;  Shen, Tielong
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Convergence Rate for Discrete-Time Multiagent Systems With Time-Varying Delays and General Coupling Coefficients 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2016, 卷号: 27, 期号: 1, 页码: 178-189
Authors:  Chen, Yao;  Ho, Daniel W. C.;  Lu, Jinhu;  Lin, Zongli
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Convergence rate  joint connectivity  multiagent systems (MASs)  negative coupling coefficients  spanning tree  
ON CONVERGENCE RATE OF DISTRIBUTED STOCHASTIC GRADIENT ALGORITHM FOR CONVEX OPTIMIZATION WITH INEQUALITY CONSTRAINTS 期刊论文
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2016, 卷号: 54, 期号: 5, 页码: 2872-2892
Authors:  Yuan, Deming;  Ho, Daniel W. C.;  Hong, Yiguang
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distributed convex optimization  constrained optimization algorithm  stochastic gradient  convergence rate