Exploiting Generative Models in Discriminative Classifiers.
Tommi S. JaakkolaDavid HausslerPublished in: NIPS (1998)
Keyphrases
- discriminative learning
- discriminative classifiers
- generative model
- parameter learning
- probabilistic model
- object categories
- em algorithm
- bayesian network classifiers
- prior knowledge
- mixture model
- conditional random fields
- object detection
- maximum likelihood
- maximum margin
- semi supervised
- expectation maximization
- image set
- highly efficient
- hidden variables
- structured prediction
- object recognition
- bayesian networks
- probability distribution