Keyphrases
- uniform convergence
- sufficient conditions
- covering numbers
- learning rate
- risk minimization
- reproducing kernel hilbert space
- statistical learning theory
- real valued
- generalization error
- generalization bounds
- sample complexity
- large deviations
- vc dimension
- ranking functions
- upper and lower bounds
- loss function
- learning theory
- learning algorithm
- rough sets
- upper bound
- reinforcement learning