Paul Rosa

Publications

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

C Berenfeld, P Rosa, J Rousseau

– The Annals of Statistics

(2024)

52,

2081

Nonparametric regression on random geometric graphs sampled from submanifolds

P Rosa, J Rousseau

(2024)

Posterior Contraction Rates for Matern Gaussian Processes on Riemannian Manifolds

P Rosa, V Borovitskiy, A Terenin, J Rousseau

– ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023)

(2023)