Philippe Lalanda

Managing the Heterogeneity and Dynamism in Hybrid Mobile Applications

2015 · HAL (Le Centre pour la Communication Scientifique Directe)

International audience

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services

2024 · arXiv (Cornell University)

Personalized Federated Learning (PFL) enables distributed training on edge devices, allowing models to collaboratively learn global patterns while tailoring their parameters to better fit each client's local data, all while preserving data privacy. However, PFL …