Kernel selection forl semi-supervised kernel machines.
Guang DaiDit-Yan YeungPublished in: ICML (2007)
Keyphrases
- kernel machines
- semi supervised
- semi supervised learning
- labeled data
- unlabeled data
- labeled and unlabeled data
- support vector
- pairwise
- multi view
- kernel function
- active learning
- supervised learning
- co training
- unsupervised learning
- kernel learning
- multiple kernel learning
- learning problems
- multiple instance learning
- gaussian process
- pairwise constraints
- svm classifier
- learning process
- reproducing kernel hilbert space
- feature selection
- learning tasks
- metric learning
- low rank
- special case
- machine learning
- multi class
- support vector machine