Sparse Random Networks for Communication-Efficient Federated Learning

Berivan Isik, Francesco Pase, Deniz Gunduz +2

One main challenge in federated learning is the large communication cost of exchanging weight updates from clients to the server at each round. While prior work has made great prog…