Spectral Kernel Learning for Semi-Supervised Classification.
Wei LiuBuyue QianJingyu CuiJianzhuang LiuPublished in: IJCAI (2009)
Keyphrases
- semi supervised classification
- kernel learning
- pairwise constraints
- semi supervised
- semi supervised learning
- unlabeled data
- labeled data
- pairwise
- multiple kernel learning
- labeled and unlabeled data
- kernel function
- loss function
- spectral clustering
- supervised learning
- data representation
- learning tasks
- support vector regression
- kernel matrix
- metric learning
- active learning
- document clustering
- training set
- kernel methods
- learning models
- distance metric
- transfer learning
- unsupervised learning
- text classification
- text mining
- machine learning