Enumeration of minimal transversals of hypergraphs of bounded VC-dimension.
Arnaud MaryPublished in: CoRR (2024)
Keyphrases
- vc dimension
- upper bound
- sample complexity
- lower bound
- vapnik chervonenkis dimension
- covering numbers
- distribution free
- inductive inference
- sample size
- concept classes
- statistical learning theory
- generalization bounds
- empirical risk minimization
- pac learnability
- worst case
- concept class
- compression scheme
- pac learning
- generalization error
- uniform convergence
- function classes
- learning algorithm
- data sets
- euclidean space
- image quality
- training set
- objective function
- decision trees