Statistical guarantees for generative models without domination.
Nicolas SchreuderVictor-Emmanuel BrunelArnak S. DalalyanPublished in: ALT (2021)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- mixture model
- hierarchical hidden markov models
- discriminative models
- em algorithm
- maximum entropy principle
- prior knowledge
- object categories
- representational power
- semi supervised
- expectation maximization
- topic models
- generative and discriminative models
- conditional random fields
- object parts
- hidden variables
- data sets
- pairwise