Actively Avoiding Nonsense in Generative Models.
Steve HannekeAdam KalaiGautam KamathChristos TzamosPublished in: CoRR (2018)
Keyphrases
- generative model
- probabilistic model
- mixture model
- active learning
- em algorithm
- prior knowledge
- discriminative models
- semi supervised
- discriminative learning
- object categories
- conditional random fields
- expectation maximization
- graphical models
- maximum entropy principle
- generative and discriminative models
- representational power
- discriminative methods
- hierarchical hidden markov models