Publications
Nonparametric regression on random geometric graphs sampled from submanifolds
– Journal of machine learning research
(2025)
Estimating a density near an unknown manifold: A Bayesian nonparametric approach
– The Annals of Statistics
(2024)
52,
2081
(doi: 10.1214/24-AOS2423)
Nonparametric regression on random geometric graphs sampled from submanifolds
(2024)
Posterior Contraction Rates for Matern Gaussian Processes on Riemannian Manifolds
– ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023)
(2023)