Generative and Discriminative Learning with Unknown Labeling Bias.
Miroslav DudíkSteven J. PhillipsPublished in: NIPS (2008)
Keyphrases
- discriminative learning
- generative model
- bayesian network classifiers
- discriminative models
- weakly supervised
- discriminative methods
- highly efficient
- discriminatively trained
- object categories
- maximum margin
- pairwise constraints
- image segmentation
- pairwise
- unsupervised learning
- structured prediction
- active learning
- semi supervised
- image set
- conditional likelihood
- posterior probability
- image matching
- topic models
- probabilistic model
- prior knowledge
- object recognition