Proximal and uniform convergence on apartness spaces.
Luminita VîtaPublished in: Math. Log. Q. (2003)
Keyphrases
- uniform convergence
- sufficient conditions
- covering numbers
- learning rate
- risk minimization
- reproducing kernel hilbert space
- vc dimension
- statistical learning theory
- generalization error
- real valued
- upper and lower bounds
- large deviations
- sample complexity
- generalization bounds
- upper bound
- learning algorithm
- learning theory
- loss function
- lower bound
- decision trees