PHom-GeM: Persistent Homology for Generative Models.

Jérémy Charlier Radu State Jean Hilger

Published in: CoRR (2019)

Keyphrases

generative model
persistent homology
topological features
morse theory
probabilistic model
computational geometry
discriminative learning
em algorithm
discriminative models
prior knowledge
object categories
conditional random fields
semi supervised
expectation maximization
information extraction