On the Online Frank-Wolfe Algorithms for Convex and Non-convex Optimizations

Jean Lafond, Hoi-To Wai, Eric Moulines

In this paper, the online variants of the classical Frank-Wolfe algorithm are considered. We consider minimizing the regret with a stochastic cost. The online algorithms only requi…