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 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.
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