On the Generalization of Kernel Machines.
Pablo NavarreteJavier Ruiz-del-SolarPublished in: SVM (2002)
Keyphrases
- kernel machines
- learning machines
- generalization bounds
- support vector
- semi supervised
- multiple kernel learning
- reproducing kernel hilbert space
- model selection
- semi supervised learning
- kernel function
- learning scheme
- generalization error
- multi task
- kernel methods
- support vector machine
- learning algorithm
- loss function
- learning tasks
- machine learning
- training samples
- unlabeled data
- unsupervised learning
- pattern recognition
- training data