Semi-Supervised Discriminatively Regularized Classifier with Pairwise Constraints.
Jijian HuangHui XueYuqing ZhaiPublished in: PRICAI (2012)
Keyphrases
- pairwise constraints
- semi supervised
- discriminative learning
- decision boundary
- semi supervised clustering
- pairwise
- labeled and unlabeled data
- semi supervised classification
- semi supervised learning
- labeled data
- svm classifier
- unlabeled data
- supervised learning
- constrained clustering
- document clustering
- data representation
- spectral clustering
- training samples
- metric learning
- class labels
- unsupervised clustering
- feature selection
- active learning
- training set
- decision trees
- loss function
- label propagation
- training data
- unsupervised learning
- generative model
- feature set
- linear classifiers
- support vector machine
- feature space
- training examples
- weak classifiers
- prior knowledge
- learning algorithm