Indeterminacy in Generative Models: Characterization and Strong Identifiability.
Quanhan XiBenjamin Bloem-ReddyPublished in: AISTATS (2023)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative models
- prior knowledge
- semi supervised
- hierarchical hidden markov models
- topic models
- discriminative learning
- em algorithm
- conditional random fields
- hidden variables
- maximum entropy principle
- representational power
- boltzmann machine
- discriminatively trained
- image segmentation