An Explicit Construction Of A Reproducing Gaussian Kernel Hilbert Space.
Jian-Wu XuPuskal P. PokharelKyu-Hwa JeongJosé C. PríncipePublished in: ICASSP (5) (2006)
Keyphrases
- gaussian kernel
- reproducing kernel hilbert space
- scale space
- riemannian manifolds
- kernel methods
- scale spaces
- loss function
- rbf network
- kernel function
- optimal parameters
- support vector machine
- euclidean space
- distance measure
- diffusion equation
- special case
- density estimation
- learning theory
- input space
- real valued
- multiscale
- machine learning
- kernel matrix
- linear model
- feature space