Adaptive Kernel Methods Using the Balancing Principle.
Ernesto De VitoSergei V. PereverzyevLorenzo RosascoPublished in: Found. Comput. Math. (2010)
Keyphrases
- kernel methods
- support vector
- learning problems
- kernel function
- machine learning
- feature space
- kernel matrix
- support vector machine
- reproducing kernel hilbert space
- kernel learning
- multiple kernel
- learning tasks
- kernel parameters
- kernel matrices
- similarity function
- kernel ridge regression
- linear combination
- data mining
- kernel pca
- high dimensional feature space
- kernel trick
- kernel fisher discriminant analysis
- graph kernels