Stochastic Coordinate Minimization with Progressive Precision for Stochastic Convex Optimization

Sudeep Salgia, Qing Zhao, Sattar Vakili

Abstract: A framework based on iterative coordinate minimization (CM) is developed for stochastic convex optimization. Given that exact coordinate minimization is impossible due to the unknown stochastic nat...