PLayer-FL: A Principled Approach to Personalized Layer-wise Cross-Silo Federated Learning Ahmed Elhussein and Gamze Gürsoy, PLayer-FL: A Principled Approach to Personalized Layer-wise Cross-Silo Federated Learning (arXiv,2025) .