Two-Layer Contractive Encodings with Shortcuts for Semi-supervised Learning.
Hannes SchulzKyungHyun ChoTapani RaikoSven BehnkePublished in: ICONIP (1) (2013)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- unsupervised learning
- semi supervised learning algorithms
- training data
- co training
- labeled examples
- active learning
- machine learning
- transfer learning
- graph based semi supervised learning
- semi supervised classification
- label propagation
- improve the classification accuracy
- learning problems
- learning models
- regularization framework
- pairwise
- semi supervised learning methods
- manifold regularization
- metric learning
- domain adaptation
- pairwise constraints
- multi view
- principal component analysis
- pattern recognition
- computer vision