Generalization in Federated Learning: A Conditional Mutual Information Framework

Ziqiao Wang, Cheng Long, Yongyi Mao

Federated learning (FL) is a widely adopted privacy-preserving distributed learning framework, yet its generalization performance remains less explored compared to centralized lear…