Scale estimation and rate-unbiasedness for Gaussian processes under smoothness misspecification

Toni Karvonen, François Bachoc

Gaussian process regression is used throughout statistics and machine learning for prediction and uncertainty quantification. A Gaussian process is specified by its mean and covari…