Interpolation in reproducing kernel Hilbert spaces based on random subdivision schemes.
Mariantonia CotroneiRosa Di SalvoMatthias HolschneiderLuigia PuccioPublished in: J. Comput. Appl. Math. (2017)
Keyphrases
- reproducing kernel hilbert space
- reproducing kernel
- gaussian kernels
- loss function
- kernel methods
- uniform convergence
- learning theory
- euclidean space
- covering numbers
- kernel function
- special case
- real valued
- domain adaptation
- data dependent
- gaussian process
- density estimation
- learning problems
- distance measure
- hilbert space
- input space
- linear model
- support vector
- metric learning
- decision trees
- representer theorem
- feature extraction