Concentration inequalities for Poisson point processes with application to adaptive intensity estimation
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We derive concentration inequalities for maxima of empirical processes associated with Poisson point processes. The proofs are based on a careful application of Ledoux's entropy method. We demonstrate the utility of the obtained concentration inequalities by application to adaptive intensity estimation.
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Taylor & Francis创建时间：
2022-02-28
