Optimization approaches for semi-supervised learning.
Yasutoshi YajimaTakashi HoshibaPublished in: ICMLA (2005)
Keyphrases
- semi supervised learning
- optimization approaches
- semi supervised
- optimization methods
- machine learning
- unlabeled data
- labeled data
- mathematical programming
- supervised learning
- semi supervised classification
- unsupervised learning
- training data
- manifold regularization
- co training
- learning models
- active learning
- improve the classification accuracy
- graph based semi supervised learning
- label propagation
- transfer learning
- simulated annealing
- semi supervised learning algorithms
- semi supervised learning methods
- opinion detection
- graph construction
- labeled and unlabeled data
- domain adaptation
- metric learning
- text classification
- data points