The barcode of a persistence module serves as a complete combinatorial invariant of its isomorphism class. Barcodes are typically extracted by performing changes of basis on a persistence module until the constituent matrices have a special form. Here we describe a new algorithm for computing barcodes which also keeps track of, and outputs, such a change of basis. Our main result is an explicit characterisation of the group of transformations that sends one barcode basis to another. Armed with knowledge of the entire space of barcode bases, we are able to show that any map of persistence modules can be represented via a partial matching between bars provided that neither source nor target admits nested bars in its barcode. We also generalis...
Computing persistence over changing filtrations give rise to a stack of 2D persistence diagrams wher...
We consider the problem of supervised learning with summary representations of topological features ...
In the setting of persistent homology computation, a useful tool is the persistence barcode represen...
The barcode of a persistence module serves as a complete combinatorial invariant of its isomorphism ...
We define a simple, explicit map sending a morphism f : M → N of pointwise finite dimensional persis...
Abstract. We define a simple, explicit map sending a morphism f: M → N of pointwise finite dimension...
$\DeclareMathOperator{\ker}{ker}\DeclareMathOperator{\coker}{coker}$We define a simple, explicit map...
The notion of persistence partial matching, as a generalization of partial matchings between persis...
Given a morphism of persistence modules (a.k.a. persistence morphism) $f : V \rightarrow U$, we intr...
We study how to obtain partial matchings using the block function $\mathcal{M}_f$, a novel concept o...
We introduce an algorithm to decompose any finite-type persistence module with coefficients in a fi...
In persistent homology, the persistence barcode encodes pairs of simplices meaning birth and death o...
We define a class of invariants, which we call homological invariants, for persistence modules over ...
We present an algorithm for computing the barcode of the image of a morphism in persistent homology ...
26 pages, 4 figuresThe notion of rank decomposition of a multi-parameter persistence module was intr...
Computing persistence over changing filtrations give rise to a stack of 2D persistence diagrams wher...
We consider the problem of supervised learning with summary representations of topological features ...
In the setting of persistent homology computation, a useful tool is the persistence barcode represen...
The barcode of a persistence module serves as a complete combinatorial invariant of its isomorphism ...
We define a simple, explicit map sending a morphism f : M → N of pointwise finite dimensional persis...
Abstract. We define a simple, explicit map sending a morphism f: M → N of pointwise finite dimension...
$\DeclareMathOperator{\ker}{ker}\DeclareMathOperator{\coker}{coker}$We define a simple, explicit map...
The notion of persistence partial matching, as a generalization of partial matchings between persis...
Given a morphism of persistence modules (a.k.a. persistence morphism) $f : V \rightarrow U$, we intr...
We study how to obtain partial matchings using the block function $\mathcal{M}_f$, a novel concept o...
We introduce an algorithm to decompose any finite-type persistence module with coefficients in a fi...
In persistent homology, the persistence barcode encodes pairs of simplices meaning birth and death o...
We define a class of invariants, which we call homological invariants, for persistence modules over ...
We present an algorithm for computing the barcode of the image of a morphism in persistent homology ...
26 pages, 4 figuresThe notion of rank decomposition of a multi-parameter persistence module was intr...
Computing persistence over changing filtrations give rise to a stack of 2D persistence diagrams wher...
We consider the problem of supervised learning with summary representations of topological features ...
In the setting of persistent homology computation, a useful tool is the persistence barcode represen...