Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains

Lei Wang, Jieming Bian, Letian Zhang +2

Federated learning (FL) allows collaborative machine learning training without sharing private data. While most FL methods assume identical data domains across clients, real-world…