Average case tractability of multivariate approximation with Gaussian kernels.
Jia ChenHeping WangPublished in: J. Approx. Theory (2019)
Keyphrases
- average case
- gaussian kernels
- general loss functions
- worst case
- covering numbers
- kernel function
- uniform distribution
- learning rate
- vc dimension
- reproducing kernel hilbert space
- gaussian kernel
- high dimensional feature space
- computational complexity
- regression model
- sample complexity
- kernel methods
- kernel learning
- multiple kernel learning
- upper bound
- support vector machine
- feature space