A Bayesian Framework for Persistent Homology

Vasileios Maroulas, Farzana Nasrin, Christopher Oballe

Persistence diagrams offer a way to summarize topological and geometric properties latent in datasets. While several methods have been developed that utilize persistence diagrams i…