Sharp Gaussian approximations for Decentralized Federated Learning

TL;DR

Federated Learning has gained traction in privacy-sensitive collaborative environments, with local SGD emerging as a key optimization method in decentralized settings…

Opening excerpt from the authors’ abstract. source