Gaussian processes with multidimensional distribution inputs via optimal transport and Hilbertian embedding

Francois Bachoc, Alexandra Suvorikova, David Ginsbourger +2

In this work, we investigate Gaussian Processes indexed by multidimensional distributions. While directly constructing radial positive definite kernels based on the Wasserstein dis…