FedLGA: Towards System-Heterogeneity of Federated Learning via Local Gradient Approximation

Xingyu Li, Zhe Qu, Bo Tang +1

Federated Learning (FL) is a decentralized machine learning architecture, which leverages a large number of remote devices to learn a joint model with distributed training data. Ho…