Back to Search Start Over

Higher interpolation and extension for persistence modules

Authors :
Bubenik, Peter
de Silva, Vin
Nanda, Vidit
Source :
SIAM Journal on Applied Algebra and Geometry, 2017, 1(1), 272-284
Publication Year :
2016

Abstract

The use of topological persistence in contemporary data analysis has provided considerable impetus for investigations into the geometric and functional-analytic structure of the space of persistence modules. In this paper, we isolate a coherence criterion which guarantees the extensibility of non-expansive maps into this space across embeddings of the domain to larger ambient metric spaces. Our coherence criterion is category-theoretic, allowing Kan extensions to provide the desired extensions. Our main construction gives an isometric embedding of a metric space into the metric space of persistence modules with values in the spacetime of this metric space. As a consequence of such "higher interpolation", it becomes possible to compare Vietoris-Rips and \v{C}ech complexes built within the space of persistence modules.<br />Comment: 12 Pages, 2 Figures

Details

Database :
arXiv
Journal :
SIAM Journal on Applied Algebra and Geometry, 2017, 1(1), 272-284
Publication Type :
Report
Accession number :
edsarx.1603.07406
Document Type :
Working Paper
Full Text :
https://doi.org/10.1137/16M1100472