Uniform Distribution, Discrepancy, and Reproducing Kernel Hilbert Spaces.
Clemens AmstlerPeter ZinterhofPublished in: J. Complex. (2001)
Keyphrases
- uniform distribution
- reproducing kernel hilbert space
- kernel methods
- loss function
- uniform convergence
- euclidean space
- pac learning
- boolean functions
- special case
- kernel function
- learning theory
- data dependent
- domain adaptation
- gaussian process
- density estimation
- real valued
- kernel matrix
- input space
- distance measure
- agnostic learning
- statistical queries
- learning problems
- high dimensional
- nearest neighbor
- support vector machine
- concept class
- data points