2 citations · 2 across the 7 of their papers we have counts for
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math.OC2019★ 2 cited
Stochastic Approximation Proximal Method of Multipliers for Convex Stochastic Programming
Liwei Zhang, Yule Zhang, Jia Wu
This paper considers the problem of minimizing a convex expectation function over a closed convex set, coupled with a set of inequality convex expectation constraints. We present a…
math.OC2019
Online Alternating Direction Method of Multipliers for Online Composite Optimization
Yule Zhang, Zehao Xiao, Jia Wu +1
In this paper, we investigate regrets of an online semi-proximal alternating direction method of multiplier (Online-spADMM) for solving online linearly constrained convex composite…