Erdös-Hajnal Conjecture for Graphs with Bounded VC-Dimension.
Jacob FoxJános PachAndrew SukPublished in: SoCG (2017)
Keyphrases
- vc dimension
- upper bound
- sample complexity
- covering numbers
- vapnik chervonenkis dimension
- concept classes
- inductive inference
- sample size
- statistical learning theory
- distribution free
- lower bound
- empirical risk minimization
- worst case
- concept class
- pac learning
- special case
- euclidean space
- compression scheme
- generalization bounds
- uniform convergence
- generalization error
- low dimensional
- training data