The Flood Complex: Large-Scale Persistent Homology on Millions of Points

Florian Graf, Paolo Pellizzoni, Martin Uray +2

We consider the problem of computing persistent homology (PH) for large-scale Euclidean point cloud data, aimed at downstream machine learning tasks, where the exponential growth o…