Semi-supervised learning for improved expression of uncertainty in discriminative classifiers.
Jonathan MalkinJeff A. BilmesPublished in: INTERSPEECH (2010)
Keyphrases
- semi supervised learning
- discriminative classifiers
- semi supervised
- unlabeled data
- labeled data
- unlabeled samples
- unsupervised learning
- supervised learning
- semi supervised classification
- machine learning
- training data
- co training
- label propagation
- active learning
- discriminative learning
- transfer learning
- labeled examples
- similarity measure
- generative model
- class labels
- pairwise
- labeled training data
- data sets