Decomposing Arrangements of Hyperplanes: VC-Dimension, Combinatorial Dimension, and Point Location.
Esther EzraSariel Har-PeledHaim KaplanMicha SharirPublished in: Discret. Comput. Geom. (2020)
Keyphrases
- vc dimension
- vapnik chervonenkis
- vapnik chervonenkis dimension
- sample complexity
- statistical learning theory
- upper bound
- concept classes
- generalization bounds
- sample size
- lower bound
- covering numbers
- pac learning
- inductive inference
- worst case
- linear classifiers
- compression scheme
- euclidean space
- uniform convergence
- hyperplane
- theoretical analysis
- function classes
- special case
- data sets
- half spaces