Bridging Memory Gaps: Scaling Federated Learning for Heterogeneous Clients

Yebo Wu, Jingguang Li, Chunlin Tian +3

Federated Learning (FL) enables multiple clients to collaboratively train a shared model while preserving data privacy. However, the high memory demand during model training severe…