Approximation in Hilbert spaces of the Gaussian and other weighted power series kernels.
Toni KarvonenPublished in: CoRR (2022)
Keyphrases
- hilbert spaces
- hilbert space
- gaussian kernel
- gaussian convolution
- kernel function
- reproducing kernel hilbert space
- continuous functions
- maximum likelihood
- von neumann
- variational inequalities
- kernel methods
- convex sets
- approximation algorithms
- multivariate time series
- scale space
- multiscale
- feature maps
- finite dimensional
- multiple kernel learning
- linear combination
- feature space
- support vector