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Co-authors

Judith RousseauUniversity of oxfordVerified email at stats.ox.ac.uk
Clément BerenfeldPostdoc, Universität PotsdamVerified email at uni-potsdam.de
Alexander TereninCornell UniversityVerified email at cornell.edu
Viacheslav BorovitskiyPostdoctoral Fellow at ETH ZürichVerified email at inf.ethz.ch

Paul Rosa

Paul Rosa

University of Oxford

Verified email at stats.ox.ac.uk - Homepage

nonparametric statistics bayesian statistics gaussian processes inference on graphs inference on manifolds


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Estimating a density near an unknown manifold: a Bayesian nonparametric approach C Berenfeld, P Rosa, J Rousseau The Annals of Statistics 52 (5), 2081-2111, 2024	14	2024
Posterior contraction rates for Matérn Gaussian processes on Riemannian manifolds P Rosa, S Borovitskiy, A Terenin, J Rousseau Advances in Neural Information Processing Systems 36, 34087-34121, 2023	8	2023
Nonparametric regression on random geometric graphs sampled from submanifolds P Rosa, J Rousseau arXiv preprint arXiv:2405.20909, 2024	1	2024

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