Generalized Maximum Margin Clustering and Unsupervised Kernel Learning.
Hamed ValizadeganRong JinPublished in: NIPS (2006)
Keyphrases
- kernel learning
- semi supervised
- multiple kernel learning
- kernel function
- kernel matrix
- support vector regression
- pairwise constraints
- kernel methods
- unsupervised learning
- supervised learning
- semidefinite program
- learning tasks
- semi supervised learning
- support vector machine
- active learning
- multi task learning
- pairwise
- maximum margin
- unlabeled data
- dimensionality reduction
- learning problems
- metric learning
- high dimensional
- training set
- pattern recognition
- decision trees