RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds

1 code implementation • 3 Feb 2022 • Thibault de Surrel, Felix Hensel, Mathieu Carrière, Théo Lacombe, Yuichi Ike, Hiroaki Kurihara, Marc Glisse, Frédéric Chazal

The use of topological descriptors in modern machine learning applications, such as Persistence Diagrams (PDs) arising from Topological Data Analysis (TDA), has shown great potential in various domains.

Topological Data Analysis