Keyphrases
- vc dimension
- upper bound
- concept classes
- vapnik chervonenkis dimension
- statistical learning theory
- sample complexity
- inductive inference
- sample size
- lower bound
- distribution free
- vapnik chervonenkis
- covering numbers
- generalization bounds
- empirical risk minimization
- pac learning
- concept class
- worst case
- pac learnability
- uniform convergence
- machine learning
- compression scheme
- theoretical analysis
- np hard
- support vector