Projection-Free Online Convex Optimization with Stochastic Constraints

Duksang Lee, Nam Ho-Nguyen, Dabeen Lee

This paper develops projection-free algorithms for online convex optimization with stochastic constraints. We design an online primal-dual projection-free framework that can take a…