Gaussian Processes and Reproducing Kernel Hilbert Spaces: Connections and Equivalences

Motonobu Kanagawa, Philipp Hennig, Dino Sejdinovic +1

This monograph studies the relations between two approaches using positive definite kernels: probabilistic methods using Gaussian processes, and non-probabilistic methods using rep…