The gradient iteration for approximation in reproducing kernel Hilbert spaces.
Tony J. DoddRobert F. HarrisonPublished in: IMA J. Math. Control. Inf. (2004)
Keyphrases
- reproducing kernel hilbert space
- reproducing kernel
- gaussian kernels
- loss function
- kernel methods
- uniform convergence
- data dependent
- covering numbers
- gaussian process
- euclidean space
- learning theory
- special case
- conjugate gradient
- input space
- real valued
- closed form
- distance measure
- least squares
- hilbert space
- error bounds
- representer theorem
- kernel matrix