[HTML][HTML] On approximation of 2D persistence modules by interval-decomposables

H Asashiba, EG Escolar, K Nakashima… - Journal of Computational …, 2023 - Elsevier
In this work, we propose a new invariant for 2D persistence modules called the compressed
multiplicity and show that it generalizes the notions of the dimension vector and the rank …

[HTML][HTML] On the bottleneck stability of rank decompositions of multi-parameter persistence modules

MB Botnan, S Oppermann, S Oudot, L Scoccola - Advances in Mathematics, 2024 - Elsevier
A significant part of modern topological data analysis is concerned with the design and study
of algebraic invariants of poset representations—often referred to as persistence modules …

On Approximation of D Persistence Modules by Interval-decomposables

H Asashiba, EG Escolar, K Nakashima… - arXiv preprint arXiv …, 2019 - arxiv.org
In this work, we propose a new invariant for $2 $ D persistence modules called the
compressed multiplicity and show that it generalizes the notions of the dimension vector and …

Invariants of persistence modules defined by order-embeddings

C Amiot, T Brüstle, EJ Hanson - arXiv preprint arXiv:2402.09190, 2024 - arxiv.org
One of the main objectives of topological data analysis is the study of discrete invariants for
persistence modules, in particular when dealing with multiparameter persistence modules …

Summand-injectivity of interval covers and monotonicity of interval resolution global dimensions

T Aoki, EG Escolar, S Tada - arXiv preprint arXiv:2308.14979, 2023 - arxiv.org
Recently, there is growing interest in the use of relative homology algebra to develop
invariants using interval covers and interval resolutions (ie, right minimal approximations …

Differential Calculus and Optimization in Persistence Module Categories

S Oudot - arXiv preprint arXiv:2411.00493, 2024 - arxiv.org
Persistence modules are representations of products of totally ordered sets in the category
of vector spaces. They appear naturally in the representation theory of algebras, but in …

Harder-Narasimhan filtrations of persistence modules: metric stability

M Fersztand - arXiv preprint arXiv:2406.05069, 2024 - arxiv.org
The Harder-Narasimhan types are a family of discrete isomorphism invariants for
representations of finite quivers. Previously (arXiv: 2303.16075), we evaluated their …

[PDF][PDF] OPTIMIZING FUNCTIONS BASED ON SIGNED BARCODES

S Setlur, SK Hintz, S Oudot - 2023 - people.math.ethz.ch
Single parameter persistent homology is a tool that captures the underlying topological
features of a data set by analyzing how its topology varies along a single parameter filtration …

Multiparameter persistence and relative homological algebra

A Mustata - 2024 - diva-portal.org
In topological data analysis we study a data set given as a finite point cloud by embedding it
in some parameter-dependent topological spaces, and computing their homology. This can …