Universum Prescription: Regularization Using Unlabeled Data.
Xiang ZhangYann LeCunPublished in: AAAI (2017)
Keyphrases
- semi supervised learning
- unlabeled data
- labeled data
- semi supervised
- semi supervised classification
- co training
- supervised learning
- labeled examples
- machine learning
- labeled training data
- text categorization
- training data
- labeled and unlabeled data
- active learning
- learning problems
- unsupervised learning
- target domain
- label propagation
- transfer learning
- pairwise
- class labels
- support vector machine
- text classification
- training examples
- semi definite programming
- pairwise constraints
- data sets
- expectation maximization