Hierarchical Knowledge Structuring for Effective Federated Learning in Heterogeneous Environments

Wai Fong Tam, Qilei Li, Ahmed M. Abdelmonie

Federated learning enables collaborative model training across distributed entities while maintaining individual data privacy. A key challenge in federated learning is balancing th…