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Inexact proximal stochastic gradient method for convex composite optimization 期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2017, 卷号: 68, 期号: 3, 页码: 579-618
Authors:  Wang, Xiao;  Wang, Shuxiong;  Zhang, Hongchao
Favorite  |  View/Download:11/0  |  Submit date:2018/07/30
Convex composite optimization  Empirical risk minimization  Stochastic gradient  Inexact methods  Global convergence  Complexity bound  
FEASIBLE METHOD FOR SEMI-INFINITE PROGRAMS 期刊论文
SIAM JOURNAL ON OPTIMIZATION, 2015, 卷号: 25, 期号: 4, 页码: 2537-2560
Authors:  Wang, Shuxiong;  Yuan, Yaxiang
Favorite  |  View/Download:4/0  |  Submit date:2018/07/30
semi-infinite programs  concave optimization  adaptive subdivision algorithm