VC-dimension of perimeter visibility domains.
Alexander GilbersPublished in: Inf. Process. Lett. (2014)
Keyphrases
- vc dimension
- upper bound
- sample complexity
- concept classes
- vapnik chervonenkis dimension
- lower bound
- covering numbers
- inductive inference
- distribution free
- sample size
- empirical risk minimization
- uniform convergence
- statistical learning theory
- generalization bounds
- pac learning
- pac learnability
- worst case
- concept class
- compression scheme
- image processing
- machine learning
- euclidean space