Dynamic heterogeneous federated learning with multi-level prototypes

Shunxin Guo, Hongsong Wang, Xin Geng

Abstract: Highlights•Addresses practical challenges with Dynamic Heterogeneous Federated Learning.•Introduces semantic prototypes enhancing class representation correlation.•Develops multi-level regularizations ensuring model stability and consistency.