Fast Kronecker Product Kernel Methods via Generalized Vec Trick.
Antti AirolaTapio PahikkalaPublished in: IEEE Trans. Neural Networks Learn. Syst. (2018)
Keyphrases
- kernel methods
- kronecker product
- learning problems
- kernel function
- support vector
- machine learning
- feature space
- kernel matrix
- support vector machine
- reproducing kernel hilbert space
- learning tasks
- kernel parameters
- multiple kernel learning
- kernel pca
- kernel trick
- kernel ridge regression
- feature selection
- high dimensional feature space
- graph kernels
- finite dimensional
- multiple kernel
- similarity function
- classification accuracy
- kernel fisher discriminant analysis