Scaling Gaussian Process Regression with Derivatives

David Eriksson, Kun Dong, Eric Hans Lee +2

Gaussian processes (GPs) with derivatives are useful in many applications, including Bayesian optimization, implicit surface reconstruction, and terrain reconstruction. Fitting a G…