Total stability of kernel methods.
Andreas ChristmannDao-Hong XiangDing-Xuan ZhouPublished in: CoRR (2017)
Keyphrases
- kernel methods
- kernel function
- machine learning
- learning problems
- support vector
- kernel matrix
- feature space
- support vector machine
- similarity function
- reproducing kernel hilbert space
- high dimensional feature space
- kernel matrices
- kernel parameters
- reproducing kernel
- kernel pca
- decision trees
- graph kernels
- learning tasks
- classification accuracy
- learning frameworks