Nonparametric semi-supervised learning of class proportions.
Shantanu JainMartha WhiteMichael W. TrossetPredrag RadivojacPublished in: CoRR (2016)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- machine learning
- supervised learning
- labeled samples
- semi supervised classification
- class labels
- co training
- training data
- learning problems
- manifold regularization
- label propagation
- graph based semi supervised learning
- learning models
- active learning
- improve the classification accuracy
- dirichlet process mixture models
- semi supervised learning algorithms
- labeled and unlabeled data
- information retrieval
- unlabeled samples
- label information
- labeled examples
- information extraction
- regularization framework
- multiple instance learning
- metric learning
- reinforcement learning