Keyphrases
- vc dimension
- upper bound
- sample complexity
- vapnik chervonenkis dimension
- lower bound
- concept classes
- inductive inference
- statistical learning theory
- sample size
- covering numbers
- distribution free
- worst case
- generalization bounds
- pac learning
- compression scheme
- concept class
- empirical risk minimization
- convex hull
- function classes
- euclidean space
- uniform convergence
- pac learnability
- learning problems
- special case
- active learning