Faster Stochastic ADMM for Nonsmooth Composite Convex Optimization in Hilbert Space

Weihua Deng, Haiming Song, Hao Wang +1

In this paper, a stochastic alternating direction method of multipliers (ADMM) is proposed for a class of nonsmooth composite and stochastic convex optimization problems in Hilbert…