Semi-supervised classification with hybrid generative/discriminative methods.
Gregory DruckChris PalAndrew McCallumXiaojin ZhuPublished in: KDD (2007)
Keyphrases
- discriminative methods
- semi supervised classification
- semi supervised
- semi supervised learning
- labeled data
- unlabeled data
- generative model
- pairwise constraints
- pairwise
- active learning
- unsupervised learning
- discriminative learning
- multi view
- supervised learning
- probabilistic model
- latent variables
- metric learning
- learning algorithm
- class labels
- reinforcement learning
- feature extraction
- image segmentation
- robust classification
- feature selection