A Generalized Norm on Reproducing Kernel Hilbert Spaces and Its Applications.
Najla AltwaijryKais FekiNicusor MinculetePublished in: Axioms (2023)
Keyphrases
- reproducing kernel hilbert space
- hilbert space
- reproducing kernel
- kernel methods
- finite dimensional
- uniform convergence
- gaussian kernels
- euclidean space
- special case
- kernel function
- loss function
- covering numbers
- data dependent
- learning theory
- density estimation
- domain adaptation
- gaussian process
- real valued
- learning problems
- distance measure
- representer theorem
- support vector
- machine learning
- feature space
- input space
- high dimensional