most citedTopological Quality of Subsets via Persistence Matching Diagrams

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

math.AT2024

Distributed Persistent Homology for 2D Alpha Complexes

Freya Jensen, Álvaro Torras-Casas

We introduce a new algorithm to parallelise the computation of persistent homology of 2D alpha complexes. Our algorithm distributes the input point cloud among the cores which then…

math.AT2023★ 2 cited

Topological Quality of Subsets via Persistence Matching Diagrams

Álvaro Torras-Casas, Eduardo Paluzo-Hidalgo, Rocio Gonzalez-Diaz

Data quality is crucial for the successful training, generalization and performance of machine learning models. We propose to measure the quality of a subset concerning the dataset…