[PDF][PDF] A roadmap for the computation of persistent homology

N Otter, MA Porter, U Tillmann, P Grindrod… - EPJ Data Science, 2017 - Springer
Persistent homology (PH) is a method used in topological data analysis (TDA) to study
qualitative features of data that persist across multiple scales. It is robust to perturbations of …

[KÖNYV][B] Persistence theory: from quiver representations to data analysis

SY Oudot - 2015 - ams.org
Comments• page viii, bottom of page: the following names should be added to the
acknowledgements:-Peter Landweber had an invaluable contribution to these notes. First …

[KÖNYV][B] The structure and stability of persistence modules

F Chazal, V De Silva, M Glisse, S Oudot - 2016 - Springer
Our intention, at the beginning, was to write a short paper resolving some technical issues in
the theory of topological persistence. Specifically, we wished to present a clean easy-to-use …

[KÖNYV][B] Sheaves, cosheaves and applications

JM Curry - 2014 - search.proquest.com
This thesis develops the theory of sheaves and cosheaves with an eye towards applications
in science and engineering. To provide a theory that is computable, we focus on a …

The theory of the interleaving distance on multidimensional persistence modules

M Lesnick - Foundations of Computational Mathematics, 2015 - Springer
In 2009, Chazal et al. introduced ϵ ϵ-interleavings of persistence modules. ϵ ϵ-
interleavings induce a pseudometric d_ I d I on (isomorphism classes of) persistence …

Interactive visualization of 2-d persistence modules

M Lesnick, M Wright - arxiv preprint arxiv:1512.00180, 2015 - arxiv.org
The goal of this work is to extend the standard persistent homology pipeline for exploratory
data analysis to the 2-D persistence setting, in a practical, computationally efficient way. To …

Wasserstein stability for persistence diagrams

P Skraba, K Turner - arxiv preprint arxiv:2006.16824, 2020 - arxiv.org
The stability of persistence diagrams is among the most important results in applied and
computational topology. Most results in the literature phrase stability in terms of the …

Categorification of persistent homology

P Bubenik, JA Scott - Discrete & Computational Geometry, 2014 - Springer
We redevelop persistent homology (topological persistence) from a categorical point of view.
The main objects of study are (R,≦)-indexed diagrams in some target category. A set of …

Generalized persistence diagrams

A Patel - Journal of Applied and Computational Topology, 2018 - Springer
We generalize the persistence diagram of Cohen-Steiner, Edelsbrunner, and Harer to the
setting of constructible persistence modules valued in a symmetric monoidal category. We …

Categorified reeb graphs

V De Silva, E Munch, A Patel - Discrete & Computational Geometry, 2016 - Springer
The Reeb graph is a construction which originated in Morse theory to study a real-valued
function defined on a topological space. More recently, it has been used in various …