Keyphrases
- risk bounds
- uniform convergence
- data dependent
- statistical learning theory
- vc dimension
- generalization bounds
- learning algorithm
- upper bound
- statistical learning
- stochastic processes
- machine learning
- sample complexity
- inductive inference
- theoretical framework
- supervised classification
- kernel machines
- support vector machine
- learning problems
- theoretical analysis
- learning rate
- supervised learning
- real valued
- function classes
- ranking functions