PLayer-FL: A Principled Approach to Personalized Layer-wise Cross-Silo Federated Learning

Ahmed Elhussein, Florent Pollet, Gamze Gürsoy

Federated learning (FL) with non-IID data often degrades client performance below local training baselines. Partial FL addresses this by federating only early layers that learn tra…