An introduction to multiparameter persistence

MB Botnan, M Lesnick - arXiv preprint arXiv:2203.14289, 2022 - arxiv.org
In topological data analysis (TDA), one often studies the shape of data by constructing a
filtered topological space, whose structure is then examined using persistent homology …

Homological approximations in persistence theory

B Blanchette, T Brüstle, EJ Hanson - Canadian Journal of …, 2024 - cambridge.org
We define a class of invariants, which we call homological invariants, for persistence
modules over a finite poset. Informally, a homological invariant is one that respects some …

[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 …

[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 …

Exact structures for persistence modules

B Blanchette, T Brüstle, EJ Hanson - arXiv preprint arXiv:2308.01790, 2023 - arxiv.org
We discuss applications of exact structures and relative homological algebra to the study of
invariants of multiparameter persistence modules. This paper is mostly expository, but does …

Refinement of interval approximations for fully commutative quivers

Y Hiraoka, K Nakashima, I Obayashi, C Xu - arXiv preprint arXiv …, 2023 - arxiv.org
A fundamental challenge in multiparameter persistent homology is the absence of a
complete and discrete invariant. To address this issue, we propose an enhanced framework …

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 …

[HTML][HTML] Koszul complexes and relative homological algebra of functors over posets

W Chachólski, A Guidolin, I Ren, M Scolamiero… - Foundations of …, 2024 - Springer
Under certain conditions, Koszul complexes can be used to calculate relative Betti diagrams
of vector space-valued functors indexed by a poset, without the explicit computation of …

Stabilizing decomposition of multiparameter persistence modules

HB Bjerkevik - arXiv preprint arXiv:2305.15550, 2023 - arxiv.org
While decomposition of one-parameter persistence modules behaves nicely, as
demonstrated by the algebraic stability theorem, decomposition of multiparameter modules …

Relative Koszul coresolutions and relative Betti numbers

H Asashiba - arXiv preprint arXiv:2307.06559, 2023 - arxiv.org
Let $ G $ be a generator and a cogenerator in the category of finitely generated right $ A $-
modules for a finite-dimensional algebra $ A $ over a filed $\Bbbk $, and $\mathcal {I} $ the …