Local Linear Approximation for Kernel Methods: The Railway Kernel.
Alberto MuñozJavier GonzálezIsaac Martín de DiegoPublished in: CIARP (2006)
Keyphrases
- kernel methods
- kernel function
- kernel matrix
- feature space
- support vector
- support vector machine
- reproducing kernel hilbert space
- machine learning
- learning problems
- kernel pca
- kernel matrices
- gaussian kernel
- discriminant analysis
- kernel trick
- multiple kernel
- similarity function
- multiple kernel learning
- kernel parameters
- learning tasks
- kernel fisher discriminant analysis
- graph kernels
- positive semidefinite
- polynomial kernels
- reproducing kernel
- kernel ridge regression
- high dimensional feature space
- low dimensional
- kernel machines
- kernel learning
- gaussian kernels
- tikhonov regularization
- high dimensional