Some Properties of Regularized Kernel Methods
Ernesto De VitoLorenzo RosascoAndrea CaponnettoMichele PianaAlessandro VerriPublished in: J. Mach. Learn. Res. (2004)
Keyphrases
- kernel methods
- kernel function
- support vector
- learning problems
- machine learning
- kernel matrix
- feature space
- support vector machine
- kernel ridge regression
- similarity function
- reproducing kernel hilbert space
- high dimensional feature space
- learning algorithm
- multiple kernel learning
- kernel matrices
- high dimensional
- clustering algorithm
- gaussian kernel
- multiple kernel