Bounded VC-Dimension Implies the Schur-Erdős Conjecture.
Jacob FoxJános PachAndrew SukPublished in: SoCG (2020)
Keyphrases
- vc dimension
- sample complexity
- upper bound
- concept classes
- sample size
- vapnik chervonenkis dimension
- lower bound
- covering numbers
- inductive inference
- empirical risk minimization
- statistical learning theory
- distribution free
- concept class
- pac learning
- worst case
- compression scheme
- generalization bounds
- uniform convergence
- euclidean space
- small number
- pac learnability
- learning theory
- theoretical analysis
- supervised learning
- learning algorithm