Range Penalization: Theoretical Insights with Applications in Federated Learning

Yiyuan She, Zhaojun Hu, Yifan Sun

This paper introduces range regularization for federated learning with linear systematic components to enhance statistical accuracy and induce cross-client regularity conducive to…