Optimality of Poisson processes intensity learning with Gaussian processes

Alisa Kirichenko, Harry van Zanten

In this paper we provide theoretical support for the so-called "Sigmoidal Gaussian Cox Process" approach to learning the intensity of an inhomogeneous Poisson process on a $d$-dime…