Beyond Parameter Space: NTK-Guided Personalized Aggregation for Robust Federated Learning

Mirko Konstantin, Stefan Zachow, Anirban Mukhopadhyay

Federated learning (FL) enables collaborative model training across distributed clients while keeping data local. A central challenge is determining which client updates are benefi…