Semi-supervised Learning from Only Positive and Unlabeled Data Using Entropy.
Xiaoling WangZhen XuChaofeng ShaMartin EsterAoying ZhouPublished in: WAIM (2010)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- machine learning
- learning problems
- semi supervised classification
- training data
- graph based semi supervised learning
- co training
- unsupervised learning
- active learning
- label propagation
- transfer learning
- labeled examples
- labeled and unlabeled data
- manifold regularization
- learning models
- improve the classification accuracy
- data sets
- domain adaptation
- metric learning
- regularization framework
- semi supervised learning algorithms
- computer vision
- semi supervised clustering
- graph construction