Semi-supervised Sequential Kernel Regression Models with Pairwise Constraints.
Hengjin TangSadaaki MiyamotoPublished in: MDAI (2013)
Keyphrases
- regression model
- pairwise constraints
- semi supervised
- semi supervised clustering
- pairwise
- semi supervised learning
- unlabeled data
- labeled data
- spectral clustering
- data representation
- kernel function
- constrained clustering
- model selection
- supervised learning
- active learning
- hidden markov random fields
- unsupervised learning
- regression methods
- loss function
- kernel methods
- metric learning
- document clustering
- distance metric
- support vector
- decision boundary
- unsupervised clustering
- feature space
- linear classifiers
- learning algorithm
- multi class
- bayesian networks