Semi-supervised Learning by Entropy Minimization.
Yves GrandvaletYoshua BengioPublished in: CAP (2005)
Keyphrases
- semi supervised learning
- entropy minimization
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- machine learning
- semi supervised classification
- unsupervised learning
- learning problems
- training data
- co training
- active learning
- manifold regularization
- label propagation
- learning models
- domain adaptation
- generative model
- graph based semi supervised learning
- semi supervised learning methods
- labeled and unlabeled data
- regularization framework
- improve the classification accuracy
- semi supervised learning algorithms
- opinion detection
- similarity measure
- labeled examples
- data mining
- pairwise
- dimensionality reduction
- model selection