2 papers
math.ST2025
Nonparametric Bayesian intensity estimation for covariate-driven inhomogeneous point processes
Matteo Giordano, Alisa Kirichenko, Judith Rousseau
This work studies nonparametric Bayesian estimation of the intensity function of an inhomogeneous Poisson point process in the important case where the intensity depends on covaria…
math.ST2024
Nonparametric regression on random geometric graphs sampled from submanifolds
Paul Rosa, Judith Rousseau
We consider the nonparametric regression problem when the covariates are located on an unknown smooth compact submanifold of a Euclidean space. Under defining a random geometric gr…