Universum Prescription: Regularization using Unlabeled Data.
Xiang ZhangYann LeCunPublished in: CoRR (2015)
Keyphrases
- semi supervised learning
- unlabeled data
- labeled data
- semi supervised
- co training
- semi supervised classification
- labeled examples
- supervised learning
- labeled and unlabeled data
- machine learning
- unsupervised learning
- labeled training data
- text categorization
- labeled samples
- transfer learning
- label propagation
- training data
- class distribution
- active learning
- learning problems
- class labels
- target domain
- training examples
- decision boundary
- learning algorithm
- metric learning
- naive bayes
- dimensionality reduction
- small number
- pairwise