Can we trust Bayesian uncertainty quantification from Gaussian process priors with squared exponential covariance kernel?

Amine Hadji, Botond Szábo

We investigate the frequentist coverage properties of credible sets resulting in from Gaussian process priors with squared exponential covariance kernel. First we show that by sele…