Persistence stability for geometric complexes |
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Authors: | Frédéric Chazal Vin de Silva Steve Oudot |
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Affiliation: | 1. INRIA Saclay, Ile-de-France, Palaiseau, France 2. Pomona College, Claremont, CA, USA
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Abstract: | In this paper we study the properties of the homology of different geometric filtered complexes (such as Vietoris–Rips, ?ech and witness complexes) built on top of totally bounded metric spaces. Using recent developments in the theory of topological persistence, we provide simple and natural proofs of the stability of the persistent homology of such complexes with respect to the Gromov–Hausdorff distance. We also exhibit a few noteworthy properties of the homology of the Rips and ?ech complexes built on top of compact spaces. |
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