Persistent homology scaling conjecture
Persistent homology scaling conjecture
Let be a random sample of points from a compact set , distributed according to a nonsingular probability measure , where . Let denote the sum of the lengths of the intervals in -dimensional persistent homology. Persistent homology scaling conjecture. For all , there is a constant , depending on , , and , such that
with probability one as . This extends the known scaling result implied by Steele's work; the higher-dimensional cases are presented as conjectural.
Sources & referencesView supporting material
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).
Additional references
3 papers in this index state this conjecture (2010–2018). The statement above is taken from the most recent of them; the others are arXiv:1706.04876, arXiv:1006.2237.
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