17 citations · 20 across the 5 of their papers we have counts for
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stat.ME2021
Parameter selection in Gaussian process interpolation: an empirical study of selection criteria
Sébastien Petit, Julien Bect, Paul Feliot +1
This article revisits the fundamental problem of parameter selection for Gaussian process interpolation. By choosing the mean and the covariance functions of a Gaussian process wit…
stat.ML2021★ 17 cited
Numerical issues in maximum likelihood parameter estimation for Gaussian process interpolation
Subhasish Basak, Sébastien Petit, Julien Bect +1
This article investigates the origin of numerical issues in maximum likelihood parameter estimation for Gaussian process (GP) interpolation and investigates simple but effective st…