SHeRL-FL: When Representation Learning Meets Split Learning in Hierarchical Federated Learning

Dung T. Tran, Nguyen B. Ha, Van-Dinh Nguyen +1

Federated learning (FL) is a promising approach for addressing scalability and latency issues in large-scale networks by enabling collaborative model training without requiring the…