Beyond Aggregation: Guiding Clients in Heterogeneous Federated Learning

Zijian Wang, Xiaofei Zhang, Xin Zhang +2

Federated learning (FL) is increasingly adopted in domains like healthcare, where data privacy is paramount. A fundamental challenge in these systems is statistical heterogeneity-t…