Federated Learning with Unbiased Gradient Aggregation and Controllable Meta Updating

Xin Yao, Tianchi Huang, Rui-Xiao Zhang +2

Federated learning (FL) aims to train machine learning models in the decentralized system consisting of an enormous amount of smart edge devices. Federated averaging (FedAvg), the…