Exchangeable Gaussian Processes with application to epidemics

Lampros Bouranis, Petros Barmpounakis, Nikolaos Demiris +1

We develop a Bayesian non-parametric framework based on multi-task Gaussian processes, appropriate for temporal shrinkage. We focus on a particular class of dynamic hierarchical mo…