Total stability of kernel methods.
Andreas ChristmannDao-Hong XiangDing-Xuan ZhouPublished in: Neurocomputing (2018)
Keyphrases
- kernel methods
- kernel function
- support vector
- feature space
- learning problems
- support vector machine
- learning tasks
- machine learning
- kernel parameters
- reproducing kernel hilbert space
- similarity function
- kernel matrix
- multiple kernel learning
- kernel learning
- graph kernels
- kernel matrices
- kernel ridge regression
- kernel fisher discriminant analysis
- kernel pca
- kernel trick
- kernel principal component analysis
- multiple kernel
- high dimensional feature space
- learning algorithm