Keep It Simple: Fault Tolerance Evaluation of Federated Learning with Unreliable Clients

no code implementations • 16 May 2023 • Victoria Huang, Shaleeza Sohail, Michael Mayo, Tania Lorido Botran, Mark Rodrigues, Chris Anderson, Melanie Ooi

Federated learning (FL), as an emerging artificial intelligence (AI) approach, enables decentralized model training across multiple devices without exposing their local training data.

Federated Learning