Adaptive Heterogeneous Client Sampling for Federated Learning over Wireless Networks

Bing Luo, Wenli Xiao, Shiqiang Wang +2

Federated learning (FL) algorithms usually sample a fraction of clients in each round (partial participation) when the number of participants is large and the server's communicatio…