Reproducing Kernel Hilbert Spaces, Polynomials, and the Classical Moment Problem.
Holger DetteAnatoly A. ZhigljavskyPublished in: SIAM/ASA J. Uncertain. Quantification (2021)
Keyphrases
- reproducing kernel hilbert space
- gaussian kernels
- reproducing kernel
- loss function
- uniform convergence
- covering numbers
- euclidean space
- density estimation
- kernel methods
- learning theory
- data dependent
- kernel function
- learning problems
- representer theorem
- gaussian process
- kernel matrix
- domain adaptation
- special case
- real valued
- supervised learning