English

A limit theorem for persistence diagrams of random filtered complexes built over marked point processes

Probability 2021-03-17 v1 Algebraic Topology

Abstract

We consider random filtered complexes built over marked point processes on Euclidean spaces. Examples of our filtered complexes include a filtration of Cˇ\check{\textrm{C}}ech complexes of a family of sets with various sizes, growths, and shapes. We establish the law of large numbers for persistence diagrams as the size of the convex window observing a marked point process tends to infinity.

Keywords

Cite

@article{arxiv.2103.08868,
  title  = {A limit theorem for persistence diagrams of random filtered complexes built over marked point processes},
  author = {Tomoyuki Shirai and Kiyotaka Suzaki},
  journal= {arXiv preprint arXiv:2103.08868},
  year   = {2021}
}

Comments

18 pages, 1 figure

R2 v1 2026-06-24T00:13:18.369Z