2022
Byzantine-tolerant federated Gaussian process regression for streaming data
NeurIPS 2022accept
In this paper, we consider Byzantine-tolerant federated learning for streaming data using Gaussian process regression (GPR). In particular, a cloud and a group of agents aim to collaboratively learn a latent function where some agents are subject to Byzantine attacks. We develop a Byzantine-tolerant…