Variance-Reduced Heterogeneous Federated Learning via Stratified Client Selection

Guangyuan Shen, Dehong Gao, Libin Yang +4

Client selection strategies are widely adopted to handle the communication-efficient problem in recent studies of Federated Learning (FL). However, due to the large variance of the…