An Elaborate Uniform Convergence: 10840.
Jiansheng YangShuLin ZhouO. P. LossersPublished in: Am. Math. Mon. (2002)
Keyphrases
- uniform convergence
- sufficient conditions
- covering numbers
- learning rate
- risk minimization
- reproducing kernel hilbert space
- statistical learning theory
- generalization error
- real valued
- vc dimension
- generalization bounds
- ranking functions
- sample complexity
- loss function
- large deviations
- gaussian kernels
- special case
- upper and lower bounds
- feature extraction
- input space
- semi supervised
- pairwise