A Bayesian Framework for Persistent Homology

7 Jan 2019Vasileios MaroulasFarzana NasrinChristopher 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 in statistical inference, a full Bayesian treatment remains absent... (read more)

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