Semi-supervised learning from imperfect data through particle cooperation and competition.
Fabricio A. BreveLiang ZhaoMarcos G. QuilesPublished in: IJCNN (2010)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- graph based semi supervised learning
- active learning
- supervised learning
- machine learning
- semi supervised classification
- manifold regularization
- unsupervised learning
- learning problems
- labeled examples
- regularization framework
- co training
- training data
- semi supervised learning methods
- label propagation
- semi supervised learning algorithms
- semi supervised clustering
- graph construction
- improve the classification accuracy
- transfer learning
- domain adaptation
- decision trees
- metric learning
- learning models
- data sets