An introduction to multiparameter persistence
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 …
filtered topological space, whose structure is then examined using persistent homology …
Homological approximations in persistence theory
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 …
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
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 …
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 …
multiplicity and show that it generalizes the notions of the dimension vector and the rank …
Exact structures for persistence modules
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 …
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 …
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 …
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 …
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 …
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 …
modules for a finite-dimensional algebra $ A $ over a filed $\Bbbk $, and $\mathcal {I} $ the …