Weighted L_2 B Discrepancy and Approximation of Integrals over Reproducing Kernel Hilbert Spaces.
Michael GnewuchPublished in: Algorithms and Complexity for Continuous Problems (2009)
Keyphrases
- reproducing kernel hilbert space
- reproducing kernel
- gaussian kernels
- uniform convergence
- kernel function
- loss function
- data dependent
- kernel methods
- learning theory
- special case
- euclidean space
- covering numbers
- input space
- representer theorem
- density estimation
- learning rate
- real valued
- error bounds
- closed form
- domain adaptation
- learning problems
- machine learning