Keyphrases
- vc dimension
- upper bound
- sample complexity
- lower bound
- covering numbers
- concept classes
- statistical learning theory
- inductive inference
- sample size
- vapnik chervonenkis
- distribution free
- worst case
- vapnik chervonenkis dimension
- pac learning
- concept class
- empirical risk minimization
- uniform convergence
- function classes
- compression scheme
- generalization bounds
- learning process
- pac learnability
- data dependent
- machine learning
- euclidean space
- learning problems
- image compression
- objective function
- image processing