Optimal plug-in Gaussian processes for modeling derivatives

Zejian Liu, Meng Li

Derivatives are a key nonparametric functional in wide-ranging applications where the rate of change of an unknown function is of interest. In the Bayesian paradigm, Gaussian proce…