Federated Gaussian Process: Convergence, Automatic Personalization and Multi-fidelity Modeling

Xubo Yue, Raed Al Kontar

In this paper, we propose \texttt{FGPR}: a Federated Gaussian process ($\mathcal{G}\mathcal{P}$) regression framework that uses an averaging strategy for model aggregation and stochastic gra…