Sharp Gaussian approximations for Decentralized Federated Learning

Soham Bonnerjee, Sayar Karmakar, Wei Biao Wu

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