The Cauchy-Schwarz divergence for poisson point processes

Information theoretic divergences are fundamental tools used to measure the difference between the information conveyed by two random processes. In this paper, we show that the Cauchy-Schwarz divergence between two Poisson point processes is the half the squared L2-distance between their respective...

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Bibliographic Details
Main Authors: Hoang, Hung Gia, Vo, Ba-Ngu, Vo, Ba Tuong, Mahler, R.
Format: Conference Paper
Published: IEEE Computer Society 2014
Online Access:http://hdl.handle.net/20.500.11937/14417