Beyond the Low-density Separation Principle: A Novel Approach to Semi-supervised Learning.
Tomoya SakaiMarthinus Christoffel du PlessisGang NiuMasashi SugiyamaPublished in: CoRR (2016)
Keyphrases
- semi supervised learning
- low density
- high density
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- semi supervised classification
- machine learning
- unsupervised learning
- co training
- manifold regularization
- graph based semi supervised learning
- training data
- semi supervised learning algorithms
- transfer learning
- active learning
- learning models
- text classification
- face recognition
- domain adaptation
- labeled and unlabeled data
- regularization framework
- semi supervised learning methods
- metric learning
- training set