Keyphrases
- uniform convergence
- sufficient conditions
- covering numbers
- learning rate
- risk minimization
- statistical learning theory
- reproducing kernel hilbert space
- real valued
- generalization error
- sample complexity
- vc dimension
- large deviations
- upper and lower bounds
- convergence rate
- learning theory
- generalization bounds
- gaussian kernels
- ranking functions
- pairwise