The VC dimension of quadratic residues in finite fields.
Brian McDonaldAnurag SahayEmmett WymanPublished in: Discret. Math. (2025)
Keyphrases
- vc dimension
- vapnik chervonenkis
- upper bound
- sample complexity
- concept classes
- lower bound
- sample size
- vapnik chervonenkis dimension
- generalization bounds
- statistical learning theory
- covering numbers
- distribution free
- worst case
- inductive inference
- half spaces
- empirical risk minimization
- concept class
- compression scheme
- pac learnability
- euclidean space
- objective function
- pac learning
- computational complexity
- pairwise
- linear functions
- function classes
- similarity measure
- learning process
- multiresolution
- active learning
- special case
- supervised learning
- machine learning