Margin Semi-Supervised Learning for Structured Variables.
Yasemin AltunDavid A. McAllesterMikhail BelkinPublished in: NIPS (2005)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- machine learning
- semi supervised classification
- co training
- label propagation
- active learning
- support vector
- supervised learning
- semi supervised learning algorithms
- manifold regularization
- learning models
- improve the classification accuracy
- semi supervised learning methods
- real world
- maximum margin
- learning problems
- training data
- domain adaptation
- unlabeled samples
- regularization framework
- training set
- labeled and unlabeled data
- graph construction
- transfer learning
- data sets
- graph based semi supervised learning