VC dimension and a union theorem for set systems
Combinatorics
2018-10-16 v2
Abstract
Fix positive integers and . We show that, as , any set system for which the VC dimension of is at most has size at most . Here denotes the symmetric difference operator. This is a -fold generalisation of a result of Dvir and Moran, and it settles one of their questions. A key insight is that, by a compression method, the problem is equivalent to an extremal set theoretic problem on -wise intersection or union that was originally due to Erd\H{o}s and Frankl. We also give an example of a family such that the VC dimension of and of are both at most , while . This provides a negative answer to another question of Dvir and Moran.
Cite
@article{arxiv.1808.02352,
title = {VC dimension and a union theorem for set systems},
author = {Stijn Cambie and António Girão and Ross J. Kang},
journal= {arXiv preprint arXiv:1808.02352},
year = {2018}
}
Comments
7 pages; in v2 added references to earlier work of Frankl