2 citations · 2 across the 2 of their papers we have counts for
4 papers
An anisotropic model for global climate data
Nil Venet, Alessandro Fassò
We present a new, elementary way to obtain axially symmetric Gaussian processes on the sphere, in order to accommodate for the directional anisotropy of global climate data in geos…
A Gaussian Process Regression Model for Distribution Inputs
François Bachoc, Fabrice Gamboa, Jean-Michel Loubes +1
Monge-Kantorovich distances, otherwise known as Wasserstein distances, have received a growing attention in statistics and machine learning as a powerful discrepancy measure for pr…
On the existence of fractional Brownian fields indexed by manifolds with closed geodesics
Nil Venet
We give a necessary condition of geometric nature for the existence of the -fractional Brownian field indexed by a Riemannian manifold. In the case of the Lévy Brownian field ($…
Nonexistence of fractional Brownian fields indexed by cylinders
Nil Venet
We show in this paper that there exists no -fractional Brownian field indexed by the cylinder endowed with its product distance for any…