PSI-PFL: Population Stability Index for Client Selection in non-IID Personalized Federated Learning

Daniel-M. Jimenez-Gutierrez, David Solans, Mohammed Elbamby +1

Federated Learning (FL) enables decentralized machine learning (ML) model training while preserving data privacy by keeping data localized across clients. However, non-independent…