Bandwidth-Aware and Overlap-Weighted Compression for Communication-Efficient Federated Learning

Zichen Tang, Junlin Huang, Rudan Yan +5

Current data compression methods, such as sparsification in Federated Averaging (FedAvg), effectively enhance the communication efficiency of Federated Learning (FL). However, thes…