Haonan Mo

Knowledge Sharing Enhanced Clustered Federated Learning for Heterogeneous Client Data

2025 · IEEE Internet of Things Journal

Clustered Federated Learning (CFL) is a machine learning paradigm that balances local and global training to address limited local data and reduce the negative effects of data heterogeneity on the global model. However, data heterogeneity …