Online and Stochastic Universal Gradient Methods for Minimizing Regularized Hölder Continuous Finite Sums

Ziqiang Shi, Rujie Liu

Online and stochastic gradient methods have emerged as potent tools in large scale optimization with both smooth convex and nonsmooth convex problems from the classes $C^{1,1}(\rea…