Identifiability of deep generative models without auxiliary information.
Bohdan KivvaGoutham RajendranPradeep RavikumarBryon AragamPublished in: NeurIPS (2022)
Keyphrases
- generative model
- auxiliary information
- prior knowledge
- probabilistic model
- discriminative models
- deep belief networks
- em algorithm
- discriminative learning
- semi supervised
- expectation maximization
- external knowledge
- deep learning
- hierarchical hidden markov models
- generative and discriminative models
- topic models
- labeled data
- maximum likelihood
- co occurrence
- information extraction
- bayesian networks