On $C^0$-persistent homology and trees

Abstract

In this paper we give a metric construction of a tree which correctly identifies connected components of superlevel sets of $\mathbb{R}$-valued continuous functions $f$ on $X$ and show that it is possible to retrieve the $H_0$-persistent diagram from this tree. We revisit the notion of homological dimension previously introduced by Schweinhart and give some bounds for the latter in terms of the upper-box dimension of $X$, thereby partially answering a question of the same author. We prove a quantitative version of the Wasserstein stability theorem valid for regular enough $X$ and $\alpha$-Hölder functions and discuss some applications of this theory to random fields and the topology of their superlevel sets.

41 pages

References in corpus (5)

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• A fractal dimension for measures via persistent homology
• A tree approach to $p$-variation and to integration
• Understanding the Topology and the Geometry of the Space of Persistence Diagrams via Optimal Partial Transport
• Topological Persistence in Geometry and Analysis