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Concentration of Poisson U-Statistics: Subgraph Counts in Random Geometric Graphs

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Concentration of Poisson U-Statistics: Subgraph Counts in Random Geometric Graphs
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20
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CC Attribution - NonCommercial - NoDerivatives 4.0 International:
You are free to use, copy, distribute and transmit the work or content in unchanged form for any legal and non-commercial purpose as long as the work is attributed to the author in the manner specified by the author or licensor.
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Release Date2018
LanguageEnglish

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Abstract
A well known model in Stochastic Geometry is the Boolean model where balls are located at random in space and their union is investigated. The Vietoris-Rips and the Cech complex reflect the topological structure of the Boolean model. We are interested in concentration inequalities for the number of k-dimensional simplices of this simplicial complexes or more general subgraph counts. This gives rise to concentration inequalities for component counts. In the last part of the talk we investigate the Betti numbers of components of these simplicial complexes.