Paul Rosa | DeepAI

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Featured Co-authors

Alexander Terenin
22 publications
Judith Rousseau
18 publications
Viacheslav Borovitskiy
13 publications
Clément Berenfeld
5 publications

research

∙ 09/19/2023

Posterior Contraction Rates for Matérn Gaussian Processes on Riemannian Manifolds

Gaussian processes are used in many machine learning applications that r...

0 Paul Rosa, et al. ∙

research

∙ 05/31/2022

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

We study the Bayesian density estimation of data living in the offset of...

0 Clément Berenfeld, et al. ∙