2016
Fast Rate Analysis of Some Stochastic Optimization Algorithms
ICML 2016poster
In this paper, we revisit three fundamental and popular stochastic optimization algorithms (namely, Online Proximal Gradient, Regularized Dual Averaging method and ADMM with online proximal gradient) and analyze their convergence speed under conditions weaker than those in literature. In particular,…