-Widths to Covering Numbers with some Applications to Neural Networks.
Jonathan BaxterPeter L. BartlettPublished in: EuroCOLT (1997)
Keyphrases
- covering numbers
- neural network
- uniform convergence
- vc dimension
- gaussian kernels
- learning rate
- artificial neural networks
- sample complexity
- back propagation
- statistical learning theory
- reproducing kernel hilbert space
- sufficient conditions
- risk minimization
- kernel function
- mistake bound
- special case
- training data
- decision trees