Stochastic Controlled Averaging for Federated Learning with Communication Compression

Xinmeng Huang, Ping Li, Xiaoyun Li

Communication compression, a technique aiming to reduce the information volume to be transmitted over the air, has gained great interests in Federated Learning (FL) for the potenti…