Keyphrases
- vc dimension
- vapnik chervonenkis
- pac learnability
- upper bound
- concept classes
- sample size
- generalization bounds
- inductive inference
- sample complexity
- distribution free
- lower bound
- function classes
- empirical risk minimization
- vapnik chervonenkis dimension
- concept class
- covering numbers
- efficiently learnable
- statistical learning theory
- worst case
- pac learning
- uniform convergence
- learning algorithm
- data dependent
- compression scheme
- model selection
- supervised learning
- image processing