Fast and scalable non-parametric Bayesian inference for Poisson point processes

Shota Gugushvili, Frank van der Meulen, Moritz Schauer +1

We study the problem of non-parametric Bayesian estimation of the intensity function of a Poisson point process. The observations are $n$ independent realisations of a Poisson poin…