Localized Rademacher Complexities.
Peter L. BartlettOlivier BousquetShahar MendelsonPublished in: COLT (2002)
Keyphrases
- risk bounds
- data dependent
- empirical risk minimization
- learning algorithm
- vc dimension
- statistical learning theory
- stochastic processes
- generalization bounds
- parameter free
- data sets
- function classes
- generalization error
- covering numbers
- uniform convergence
- support vector machine
- optimal solution
- bayesian networks
- neural network