English

Optimally compressing VC classes

Machine Learning 2022-01-14 v2 Combinatorics

Abstract

Resolving a conjecture of Littlestone and Warmuth, we show that any concept class of VC-dimension dd has a sample compression scheme of size dd.

Cite

@article{arxiv.2201.04131,
  title  = {Optimally compressing VC classes},
  author = {Zachary Chase},
  journal= {arXiv preprint arXiv:2201.04131},
  year   = {2022}
}

Comments

Invalid proof of Proposition 3.2 and thus of main theorem (Theorem 1)