An Explicit Description of the Reproducing Kernel Hilbert Spaces of Gaussian RBF Kernels.
Ingo SteinwartDon R. HushClint ScovelPublished in: IEEE Trans. Inf. Theory (2006)
Keyphrases
- reproducing kernel hilbert space
- rbf kernel
- gaussian kernels
- gaussian kernel
- kernel function
- kernel methods
- loss function
- special case
- reproducing kernel
- learning theory
- real valued
- euclidean space
- distance measure
- domain adaptation
- density estimation
- gaussian process
- positive definite
- data dependent
- learning problems
- input space
- radial basis function
- support vector
- linear model
- hilbert space
- feature space
- representer theorem
- learning rate
- neural network
- multiple kernel learning
- gaussian mixture model