On the Zarankiewicz Problem for Graphs with Bounded VC-Dimension.
Oliver JanzerCosmin PohoataPublished in: Comb. (2024)
Keyphrases
- vc dimension
- upper bound
- sample complexity
- concept classes
- lower bound
- covering numbers
- distribution free
- sample size
- vapnik chervonenkis dimension
- generalization bounds
- inductive inference
- empirical risk minimization
- statistical learning theory
- pac learning
- worst case
- uniform convergence
- compression scheme
- concept class
- machine learning
- special case
- data dependent
- learning problems
- learning algorithm
- image processing
- active learning
- supervised learning