A Tale of Two Kernels: Towards Ending Kernel Hardening Wars with Split Kernel.
Anil KurmusRobby ZippelPublished in: CCS (2014)
Keyphrases
- kernel function
- kernel methods
- kernel learning
- feature space
- reproducing kernel hilbert space
- multiple kernel learning
- support vector
- kernel machines
- positive definite
- convolution kernel
- string kernels
- multiple kernel
- gaussian kernel
- polynomial kernels
- gaussian kernels
- component analysis
- input space
- kernel pca
- sparse kernel
- kernel matrix
- gaussian processes
- kernel matrices
- kernel ridge regression
- kernel based learning methods
- representer theorem
- gram matrix
- optimal kernel
- kernel parameters
- kernel principal component analysis
- kernel regression
- kernel trick
- tree kernels
- grammatical inference
- svm classification
- learning tasks
- linear combination
- kernel fisher discriminant analysis
- semi supervised
- high dimensional