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[PDF][PDF] A roadmap for the computation of persistent homology
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 …
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 …
acknowledgements:-Peter Landweber had an invaluable contribution to these notes. First …
[KÖNYV][B] The structure and stability of persistence modules
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 …
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 …
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 …
interleavings induce a pseudometric d_ I d I on (isomorphism classes of) persistence …
Interactive visualization of 2-d persistence modules
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 …
data analysis to the 2-D persistence setting, in a practical, computationally efficient way. To …
Wasserstein stability for persistence diagrams
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 …
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 …
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 …
setting of constructible persistence modules valued in a symmetric monoidal category. We …
Categorified reeb graphs
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 …
function defined on a topological space. More recently, it has been used in various …