The VC-dimension of visibility on the boundary of monotone polygons.
Matt GibsonErik KrohnQing WangPublished in: Comput. Geom. (2019)
Keyphrases
- vc dimension
- upper bound
- lower bound
- sample complexity
- concept classes
- sample size
- covering numbers
- vapnik chervonenkis dimension
- inductive inference
- statistical learning theory
- distribution free
- worst case
- empirical risk minimization
- pac learnability
- generalization bounds
- concept class
- compression scheme
- uniform convergence
- euclidean space
- learning theory
- active learning
- function classes
- convex hull
- training samples