Inference with the Universum.
Jason WestonRonan CollobertFabian H. SinzLéon BottouVladimir VapnikPublished in: ICML (2006)
Keyphrases
- semi supervised learning
- binary classification
- unbalanced data
- maximum margin
- semi definite programming
- misclassification costs
- semi supervised
- unlabeled data
- cost sensitive
- labeled data
- bayesian inference
- machine learning
- class distribution
- unsupervised learning
- multi class
- hyperplane
- generalization error
- class imbalance
- bayesian networks
- convex optimization
- target domain
- semidefinite
- labeled samples
- support vector machine