Parallelograms and the VC-dimension of the distance sets.
Thang PhamPublished in: Discret. Appl. Math. (2024)
Keyphrases
- vc dimension
- upper bound
- lower bound
- sample complexity
- sample size
- covering numbers
- vapnik chervonenkis dimension
- concept classes
- inductive inference
- distribution free
- pac learning
- statistical learning theory
- empirical risk minimization
- pac learnability
- generalization bounds
- distance function
- machine learning
- euclidean distance
- distance measure
- worst case
- concept class
- uniform convergence
- multiresolution
- compression scheme
- theoretical analysis
- small number