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

no code implementations • 21 Jan 2023 • Sudeep Salgia, Qing Zhao, Tamir Gabay, Kobi Cohen

We develop a distributed online learning algorithm that achieves order-optimal cumulative regret with low communication cost measured in the total number of bits transmitted over the entire learning horizon.

Federated Learning Stochastic Optimization