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A Lattice-Theoretic Perspective on the Persistence Map

Authors :
Mallery, Brendan
Garin, Adélie
Curry, Justin
Publication Year :
2022

Abstract

We provide a naturally isomorphic description of the persistence map from merge trees to barcodes in terms of a monotone map from the partition lattice to the subset lattice. Our description is local, which offers the potential to speed up inverse computations, and brings classical tools in combinatorics to bear on an active area of research in topological data analysis (TDA).<br />Comment: 4 pages, 2 figures

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2203.00643
Document Type :
Working Paper