Sobolev Spaces, Kernels and Discrepancies over Hyperspheres.
Simon HubbertEmilio PorcuChris J. OatesMark GirolamiPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- hilbert space
- kernel function
- riemannian manifolds
- feature space
- linear combination
- hyperplane
- support vector
- machine learning
- von neumann
- infinite dimensional
- positive definite
- image interpolation
- reproducing kernel hilbert space
- gaussian processes
- multiresolution
- neural network
- feature maps
- kernel methods
- scale space
- high dimensional
- feature extraction
- image pyramids