Efficient Kernel Learning from Constraints and Unlabeled Data.
Mahdieh Soleymani BaghshahSaeed Bagheri ShourakiPublished in: ICPR (2010)
Keyphrases
- unlabeled data
- pairwise constraints
- kernel learning
- semi supervised
- labeled data
- semi supervised learning
- labeled and unlabeled data
- active learning
- supervised learning
- learning algorithm
- text classification
- training data
- unsupervised learning
- multiple kernel learning
- text categorization
- pairwise
- transfer learning
- data points
- training set
- support vector regression
- document clustering
- learning tasks
- training examples
- kernel matrix
- machine learning
- class labels
- loss function
- multi class
- prior knowledge
- kernel methods
- decision boundary
- similarity measure
- reinforcement learning
- decision trees