Federated Learning over Noisy Channels: Convergence Analysis and Design Examples

Xizixiang Wei, Cong Shen

Does Federated Learning (FL) work when both uplink and downlink communications have errors? How much communication noise can FL handle and what is its impact to the learning perfor…