14 citations · 14 across the 1 of their papers we have counts for
2 papers
stat.ME2020★ 14 cited
Bayesian Regression and Classification Using Gaussian Process Priors Indexed by Probability Density Functions
A. Fradi, Y. Feunteun, C. Samir +3
In this paper, we introduce the notion of Gaussian processes indexed by probability density functions for extending the Matérn family of covariance functions. We use some tools fro…
stat.ME2018
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…