Reproducing Kernel Hilbert Spaces and fractal interpolation.
Pantelis BouboulisMichael E. MavroforakisPublished in: J. Comput. Appl. Math. (2011)
Keyphrases
- reproducing kernel hilbert space
- reproducing kernel
- loss function
- gaussian kernels
- kernel methods
- uniform convergence
- covering numbers
- learning theory
- special case
- kernel function
- gaussian process
- density estimation
- data dependent
- euclidean space
- domain adaptation
- image compression
- distance measure
- input space
- representer theorem
- real valued
- hilbert space
- kernel matrix
- data sets
- metric learning
- learning problems
- support vector
- training data
- feature extraction