Poisson intensity estimation with reproducing kernels

Despite the fundamental nature of the inhomogeneous Poisson process in the theory and application of stochastic processes, and its attractive generalizations (e.g. Cox process), few tractable nonparametric modeling approaches of intensity functions exist, especially in high dimensional settings. In...

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Bibliografische gegevens
Hoofdauteurs: Flaxman, S, Teh, Y, Sejdinovic, D
Formaat: Conference item
Gepubliceerd in: AI & Statistics 2017