Stability and Machine Learning Applications of Persistent Homology Using the Delaunay-Rips Complex

Amish Mishra, Francis C. Motta

In this paper we define, implement, and investigate a simplicial complex construction for computing persistent homology of Euclidean point cloud data, which we call the Delaunay-Ri…