Deterministic and Stochastic Accelerated Gradient Method for Convex Semi-Infinite Optimization

Yao Yao, Qihang Lin, Tianbao Yang

This paper explores numerical methods for solving a convex differentiable semi-infinite program. We introduce a primal-dual gradient method which performs three updates iteratively…