Large Scale computation of Means and Clusters for Persistence Diagrams using Optimal Transport

Théo Lacombe, Marco Cuturi, Steve Oudot

Persistence diagrams (PDs) are now routinely used to summarize the underlying topology of complex data. Despite several appealing properties, incorporating PDs in learning pipeline…