Marginalising over Stationary Kernels with Bayesian Quadrature

Saad Hamid, Sebastian Schulze, Michael A. Osborne +1

Marginalising over families of Gaussian Process kernels produces flexible model classes with well-calibrated uncertainty estimates. Existing approaches require likelihood evaluatio…