A Communication-Efficient Adaptive Algorithm for Federated Learning under Cumulative Regret

Sudeep Salgia, Qing Zhao, Tamir Gabay +1

We consider the problem of online stochastic optimization in a distributed setting with $M$ clients connected through a central server. We develop a distributed online learning alg…