Fast Kronecker product kernel methods via sampled vec trick.
Antti AirolaTapio PahikkalaPublished in: CoRR (2016)
Keyphrases
- kernel methods
- kronecker product
- kernel function
- learning problems
- support vector
- machine learning
- feature space
- learning tasks
- kernel matrix
- support vector machine
- kernel pca
- multiple kernel learning
- reproducing kernel hilbert space
- high dimensional feature space
- multiple kernel
- kernel matrices
- kernel trick
- kernel parameters
- preprocessing
- similarity function
- data mining
- kernel learning
- kernel fisher discriminant analysis