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