Keyphrases
- vc dimension
- upper bound
- sample complexity
- lower bound
- concept classes
- sample size
- covering numbers
- vapnik chervonenkis dimension
- distribution free
- statistical learning theory
- pac learnability
- inductive inference
- concept class
- pac learning
- generalization bounds
- compression scheme
- empirical risk minimization
- worst case
- euclidean space
- function classes
- theoretical analysis
- high dimensional
- data sets
- low dimensional