VC Dimension of Sigmoidal and General Pfaffian Networks
Marek KarpinskiAngus MacintyrePublished in: Electron. Colloquium Comput. Complex. (1995)
Keyphrases
- vc dimension
- vapnik chervonenkis dimension
- pac learnability
- sample complexity
- upper bound
- concept classes
- lower bound
- special case
- inductive inference
- sample size
- generalization bounds
- statistical learning theory
- covering numbers
- distribution free
- concept class
- empirical risk minimization
- image quality
- worst case
- compression scheme
- image processing
- euclidean space