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Fabian Roll

dblp:309/8224 · DBLP profile ↗
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2ranked-venue papers
0as first author
2since 2021 · last 2024
0000-0002-3604-4545ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Theory of computation · 2 · 2 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Theoretical computer science
2 papers
Computational geometry · 78% Combinatorics and discrete mathematics · 22%

Topics — the 6 heaviest of 6, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Combinatorics and discrete mathematics › topological combinatorics
discrete morse theory
1.322024
Wrapping Cycles in Delaunay Complexes: Bridging Persistent Homology and Discrete Morse Theory · SoCG 2024
Gromov Hyperbolicity, Geodesic Defect, and Apparent Pairs in Vietoris-Rips Filtrations · SoCG 2022
Computational geometry › topological data analysis
persistent homology
1.322024
Wrapping Cycles in Delaunay Complexes: Bridging Persistent Homology and Discrete Morse Theory · SoCG 2024
Gromov Hyperbolicity, Geodesic Defect, and Apparent Pairs in Vietoris-Rips Filtrations · SoCG 2022
Computational geometry
topological data analysis
1.322024
Wrapping Cycles in Delaunay Complexes: Bridging Persistent Homology and Discrete Morse Theory · SoCG 2024
Gromov Hyperbolicity, Geodesic Defect, and Apparent Pairs in Vietoris-Rips Filtrations · SoCG 2022
Computational geometry › triangulation
delaunay complex
0.812024
Wrapping Cycles in Delaunay Complexes: Bridging Persistent Homology and Discrete Morse Theory · SoCG 2024
Computational geometry › geometric modeling and processing › point cloud analysis › geometric reconstruction
shape reconstruction
0.812024
Wrapping Cycles in Delaunay Complexes: Bridging Persistent Homology and Discrete Morse Theory · SoCG 2024
Computational geometry › topological data analysis
vietoris-rips filtration
0.612022
Gromov Hyperbolicity, Geodesic Defect, and Apparent Pairs in Vietoris-Rips Filtrations · SoCG 2022

Methods — techniques the papers use, named apart from their topics

lexicographic optimal homologous cycles · 0.8gradient flow · 0.8hyperbolicity · 0.6geodesic defect · 0.6
YearPublicationVenuePosition
2024 Wrapping Cycles in Delaunay Complexes: Bridging Persistent Homology and Discrete Morse Theory
abstract
We study the connection between discrete Morse theory and persistent homology in the context of shape reconstruction methods. Specifically, we consider the construction of Wrap complexes, introduced by Edelsbrunner as a subcomplex of the Delaunay complex, and the construction of lexicographic optimal homologous cycles, also considered by Cohen-Steiner, Lieutier, and Vuillamy in a similar setting. We show that for any cycle in a Delaunay complex for a given radius parameter, the lexicographically optimal homologous cycle is supported on the Wrap complex for the same parameter, thereby establishing a close connection between the two methods. We obtain this result by establishing a fundamental connection between reduction of cycles in the computation of persistent homology and gradient flows in the algebraic generalization of discrete Morse theory.
Ulrich Bauer, Fabian Roll
SoCG2
2022 Gromov Hyperbolicity, Geodesic Defect, and Apparent Pairs in Vietoris-Rips Filtrations
abstract
Motivated by computational aspects of persistent homology for Vietoris-Rips filtrations, we generalize a result of Eliyahu Rips on the contractibility of Vietoris-Rips complexes of geodesic spaces for a suitable parameter depending on the hyperbolicity of the space. We consider the notion of geodesic defect to extend this result to general metric spaces in a way that is also compatible with the filtration. We further show that for finite tree metrics the Vietoris-Rips complexes collapse to their corresponding subforests. We relate our result to modern computational methods by showing that these collapses are induced by the apparent pairs gradient, which is used as an algorithmic optimization in Ripser, explaining its particularly strong performance on tree-like metric data.
Ulrich Bauer, Fabian Roll
SoCG2