Persistence Stability for Geometric Complexes. Chazal, F., family=Silva , g., & Oudot, S. 173(1):193-214.
Persistence Stability for Geometric Complexes [link]Paper  doi  abstract   bibtex   
In this paper we study the properties of the homology of different geometric filtered complexes (such as Vietoris–Rips, Čech 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 Čech complexes built on top of compact spaces.
@article{chazalPersistenceStabilityGeometric2014,
  langid = {english},
  title = {Persistence Stability for Geometric Complexes},
  volume = {173},
  issn = {0046-5755, 1572-9168},
  url = {https://link.springer.com/article/10.1007/s10711-013-9937-z},
  doi = {10.1007/s10711-013-9937-z},
  abstract = {In this paper we study the properties of the homology of different geometric filtered complexes (such as Vietoris–Rips, Čech 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 Čech complexes built on top of compact spaces.},
  number = {1},
  journaltitle = {Geometriae Dedicata},
  shortjournal = {Geom Dedicata},
  urldate = {2018-07-31},
  date = {2014-12-01},
  pages = {193-214},
  author = {Chazal, Frédéric and family=Silva, given=Vin, prefix=de, useprefix=false and Oudot, Steve},
  file = {/home/dimitri/Nextcloud/Zotero/storage/7EESRFL3/s10711-013-9937-z.html}
}

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