On the computational rationale for generative models.
Arthur E. C. PecePublished in: Comput. Vis. Image Underst. (2007)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- mixture model
- hierarchical hidden markov models
- conditional random fields
- em algorithm
- semi supervised
- hidden variables
- generative and discriminative models
- representational power
- discriminative models
- feature selection
- prior knowledge
- expectation maximization
- discriminative methods
- pairwise
- object recognition
- object categories
- maximum margin
- decision trees
- maximum likelihood
- maximum entropy principle
- text classification
- boltzmann machine
- markov random field
- d objects