Universality of persistent homology distributions for uniform measures
Universality of persistent homology distributions for uniform measures
Let be compact with positive Lebesgue measure, and let be Lebesgue measure restricted to and rescaled to have total mass one. Let denote the empirical cumulative distribution function of the lengths of the -dimensional persistent homology intervals of an i.i.d. sample of points. Uniform persistent homology distribution conjecture. The limit
exists and depends only on , , and the volume of . The paper states that this claim is false for non-uniform measures; its validity in the uniform case is not established generally.
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Primary source
Henry Adams, Manuchehr Aminian, Elin Farnell, Michael Kirby, Chris Peterson, Joshua Mirth, Rachel Neville, Patrick Shipman and Clayton Shonkwiler, “A fractal dimension for measures via persistent homology”, arXiv:1808.01079 (2019).
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