On the Probabilistic Approximation in Reproducing Kernel Hilbert Spaces

Dongwei Chen, Kai-Hsiang Wang

This paper studies the probabilistic function approximation problem over reproducing kernel Hilbert spaces. We show the existence and uniqueness of the optimizer under mild assumpt…