Topological regularization via persistence-sensitive optimization-Reference-Cited by-同舟云学术

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Topological regularization via persistence-sensitive optimization

Published:2024-06 Issue: Volume:120 Page:102086
ISSN:0925-7721
Container-title:Computational Geometry
language:en
Short-container-title:Computational Geometry

Author:

Nigmetov Arnur^ORCID,Krishnapriyan Aditi^ORCID,Sanderson Nicole^ORCID,Morozov Dmitriy

Funder

Office of Science

Laboratory Directed Research and Development

US Department of Energy

Publisher

Elsevier BV

Reference24 articles.

1. Persistence images: A stable vector representation of persistent homology;Adams;J. Mach. Learn. Res.,2017

2. D. Attali, M. Glisse, S. Hornus, F. Lazarus, D. Morozov, Persistence-sensitive simplification of functions on surfaces in linear time, Manuscript, 2009, presented at TopoInVis'09.

3. Optimal topological simplification of discrete functions on surfaces;Bauer;Discrete Comput. Geom.,2012

4. Convex Optimization;Boyd,2004

5. A topology layer for machine learning;Brüel-Gabrielsson,2020

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