Federated Learning with Erroneous Communication Links

no code implementations • 31 Jan 2022 • Mahyar Shirvanimoghaddam, Ayoob Salari, Yifeng Gao, Aradhika Guha

We proved that the FL algorithm in the presence of communication errors, where the CN uses the past local update if the fresh one is not received from a device, converges to the same global parameter as that the FL algorithm converges to without any communication error.

Federated Learning