Efficient Non-Parametric Function Induction in Semi-Supervised Learning.
Olivier DelalleauYoshua BengioNicolas Le RouxPublished in: AISTATS (2005)
Keyphrases
- semi supervised learning
- semi supervised
- labeled data
- semi supervised classification
- unlabeled data
- machine learning
- supervised learning
- unsupervised learning
- co training
- active learning
- learning problems
- label propagation
- graph based semi supervised learning
- regularization framework
- training data
- natural language processing
- manifold regularization
- learning models
- domain adaptation
- labeled and unlabeled data
- multi view
- improve the classification accuracy
- gaussian process
- labeled examples
- object recognition