Federated Uncertainty-Aware Learning for Distributed Hospital EHR Data

no code implementations • 27 Oct 2019 • Sabri Boughorbel, Fethi Jarray, Neethu Venugopal, Shabir Moosa, Haithum Elhadi, Michel Makhlouf

We propose a new FL model called Federated Uncertainty-Aware Learning Algorithm (FUALA) that improves on Federated Averaging (FedAvg) in the context of EHR.

Federated Learning