FedFIbOS: Fisher Importance based Optimal Submodelling for Heterogeneous Federated Learning

Yasmeen Afzal, Jeremiah D. Deng, Haibo Zhang

Heterogeneous federated learning requires clients with diverse computational capacities to collaboratively train a global model, where each client trains a capacity-constrained sub…