Emulating Full Participation: An Effective and Fair Client Selection Strategy for Federated Learning

Qingming Li, Juzheng Miao, Puning Zhao +5

In federated learning, client selection is a critical problem that significantly impacts both model performance and fairness. Prior studies typically treat these two objectives sep…