Estimating a density near an unknown manifold: a Bayesian nonparametric approach

Clément Berenfeld, Paul Rosa, Judith Rousseau

We study the Bayesian density estimation of data living in the offset of an unknown submanifold of the Euclidean space. In this perspective, we introduce a new notion of anisotropi…