Dynamic Participation in Federated Learning: Benchmarks and a Knowledge Pool Plugin

Ming-Lun Lee, Fu-Shiang Yang, Cheng-Kuan Lin +3

Federated learning (FL) enables clients to collaboratively train a shared model in a distributed manner, setting it apart from traditional deep learning paradigms. However, most ex…