Design-marginal calibration of Gaussian process predictive distributions: Bayesian and conformal approaches

Aurélien Pion, Emmanuel Vazquez

We study the calibration of Gaussian process (GP) predictive distributions in the interpolation setting from a design-marginal perspective. Conditioning on the data and averaging o…