FLECS: A Federated Learning Second-Order Framework via Compression and Sketching

Artem Agafonov, Dmitry Kamzolov, Rachael Tappenden +2

Inspired by the recent work FedNL (Safaryan et al, FedNL: Making Newton-Type Methods Applicable to Federated Learning), we propose a new communication efficient second-order framew…