Lean Clients, Full Accuracy: Hybrid Zeroth- and First-Order Split Federated Learning

Zhoubin Kou, Zihan Chen, Jing Yang +1

Split Federated Learning (SFL) enables collaborative training between resource-constrained edge devices and a compute-rich server. Communication overhead is a central issue in SFL…