Greedy Shapley Client Selection for Communication-Efficient Federated Learning

Pranava Singhal, Shashi Raj Pandey, Petar Popovski

The standard client selection algorithms for Federated Learning (FL) are often unbiased and involve uniform random sampling of clients. This has been proven sub-optimal for fast co…