CoeF-SFL: Preserving Collaborative Server-Client Learning with Enhanced Communication Efficiency

Junwoo Bae, Jin-Hyun Ahn

Split Federated Learning (SFL) enables resource-constrained clients to participate in collaborative training, but vanilla SFL exchanges smashed data and gradients at every batch, w…