Fast Bayesian Intensity Estimation for the Permanental Process

Christian J. Walder, Adrian N. Bishop

Abstract: The Cox process is a stochastic process which generalises the Poisson process by letting the underlying intensity function itself be a stochastic process. In this paper we present a fast Bayesian i...