A comparison framework for interleaved persistence modules.

J Appl Comput Topol

Department of Mathematics, Hill Center-Busch Campus, Rutgers University, 110 Frelingheusen Rd, Piscataway, NJ 08854-8019, USA.

Published: June 2019

We present a generalization of the induced matching theorem of as reported by Bauer and Lesnick (in: Proceedings of the thirtieth annual symposium computational geometry 2014) and use it to prove a generalization of the algebraic stability theorem for -indexed pointwise finite-dimensional persistence modules. Via numerous examples, we show how the generalized algebraic stability theorem enables the computation of rigorous error bounds in the space of persistence diagrams that go beyond the typical formulation in terms of bottleneck (or log bottleneck) distance.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7044718PMC
http://dx.doi.org/10.1007/s41468-019-00026-xDOI Listing

Publication Analysis

Top Keywords

persistence modules
8
algebraic stability
8
stability theorem
8
comparison framework
4
framework interleaved
4
interleaved persistence
4
modules generalization
4
generalization induced
4
induced matching
4
matching theorem
4

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!