Integration in reproducing kernel Hilbert spaces of Gaussian kernels.
Toni KarvonenChris J. OatesMark GirolamiPublished in: Math. Comput. (2021)
Keyphrases
- gaussian kernels
- reproducing kernel hilbert space
- covering numbers
- kernel function
- gaussian kernel
- uniform convergence
- kernel methods
- learning rate
- euclidean space
- high dimensional feature space
- loss function
- feature space
- learning theory
- multiple kernel learning
- least squares
- special case
- density estimation
- distance measure