Taming the Instability: A Robust Second-Order Optimizer for Federated Learning over Non-IID Data

Yuanqiao Zhang, Tiantian He, Yuan Gao +5

In this paper, we present Federated Robust Curvature Optimization (FedRCO), a novel second-order optimization framework designed to improve convergence speed and reduce communicati…