On the choice of Kernel for signal interpolation on the sphere using reproducing kernel Hilbert spaces.
Usama ElahiZubair KhalidRodney A. KennedyPublished in: ICSPCS (2017)
Keyphrases
- reproducing kernel hilbert space
- kernel methods
- loss function
- reproducing kernel
- kernel function
- gaussian kernels
- learning theory
- euclidean space
- density estimation
- domain adaptation
- data dependent
- representer theorem
- distance measure
- real valued
- gaussian kernel
- special case
- gaussian process
- uniform convergence
- finite dimensional
- input space
- kernel matrix
- learning problems
- hilbert schmidt
- kernel machines
- linear model
- support vector
- hilbert space
- euclidean distance