Jonas Kirch

DFCA: Decentralized Federated Clustering Algorithm

2026 · IEEE Internet of Things Journal

Clustered Federated Learning has emerged as an effective approach for handling heterogeneous data across clients by partitioning them into clusters with similar or identical data distributions. However, most existing methods, including the Iterative Federated Clustering …