Howard H. Yang

DPP-based Client Selection for Federated Learning with Non-IID Data

2023 · arXiv (Cornell University)

This paper proposes a client selection (CS) method to tackle the communication bottleneck of federated learning (FL) while concurrently coping with FL's data heterogeneity issue. Specifically, we first analyze the effect of CS in FL …