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