Contraction rates and projection subspace estimation with Gaussian process priors in high dimension

Elie Odin, François Bachoc, Agnès Lagnoux

This work explores the dimension reduction problem for Bayesian nonparametric regression and density estimation. More precisely, we are interested in estimating a functional parame…