FMCL: Class-Aware Client Clustering with Foundation Model Representations for Heterogeneous Federated Learning
arXiv:2604.27510v1 Announce Type: new
Abstract: Federated Learning (FL) enables collaborative model training across distributed clients without sharing raw data, yet its performance deteriorates under statistical heterogeneity. Clustered Federated Lea…