The VC-Dimension of Limited Visibility Terrains.
Matt Gibson-LopezZhongxiu YangPublished in: ISAAC (2021)
Keyphrases
- vc dimension
- upper bound
- sample complexity
- lower bound
- vapnik chervonenkis dimension
- statistical learning theory
- distribution free
- sample size
- inductive inference
- concept classes
- covering numbers
- generalization bounds
- pac learnability
- pac learning
- empirical risk minimization
- concept class
- uniform convergence
- worst case
- small number
- compression scheme
- distance measure
- decision trees
- data sets