FedVARP: Tackling the Variance Due to Partial Client Participation in Federated Learning

no code implementations • 28 Jul 2022 • Divyansh Jhunjhunwala, Pranay Sharma, Aushim Nagarkatti, Gauri Joshi

To remedy this, we propose FedVARP, a novel variance reduction algorithm applied at the server that eliminates error due to partial client participation.

Federated Learning