Lipschitz and Hölder Continuity in Reproducing Kernel Hilbert Spaces.
Christian FiedlerPublished in: CoRR (2023)
Keyphrases
- reproducing kernel hilbert space
- hilbert space
- reproducing kernel
- loss function
- kernel methods
- function classes
- uniform convergence
- learning theory
- kernel function
- euclidean space
- finite dimensional
- special case
- gaussian kernels
- data dependent
- covering numbers
- von neumann
- infinite dimensional
- learning problems
- gaussian process
- real valued
- density estimation
- scale spaces
- domain adaptation
- metric space
- distance measure
- linear model
- multivariate time series
- lower bound
- feature maps
- metric learning
- learning tasks
- upper bound
- representer theorem