Cluster Kernels for Semi-Supervised Learning.
Olivier ChapelleJason WestonBernhard SchölkopfPublished in: NIPS (2002)
Keyphrases
- semi supervised learning
- multiple kernel learning
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- semi supervised clustering
- supervised learning
- data clustering
- kernel machines
- label propagation
- machine learning
- semi supervised classification
- manifold regularization
- clustering algorithm
- active learning
- co training
- data points
- text categorization
- transfer learning
- graph based semi supervised learning
- constrained clustering
- learning problems
- linear combination
- semi supervised learning algorithms
- data sets
- semi supervised learning methods
- kernel learning
- cluster analysis
- domain adaptation
- learning models
- kernel methods
- kernel function
- training data
- pairwise constraints
- graph construction
- feature space
- support vector
- feature extraction
- information retrieval
- opinion detection