Communication Efficient Federated Learning with Linear Convergence on Heterogeneous Data

Jie Liu, Yongqiang Wang

By letting local clients perform multiple local updates before communicating with a parameter server, modern federated learning algorithms such as FedAvg tackle the communication b…