English

A short proof of the G\'acs--K\"orner theorem

Probability 2023-09-26 v2 Information Theory math.IT

Abstract

We present a short proof of a celebrated result of G\'acs and K\"orner giving sufficient and necessary condition on the joint distribution of two discrete random variables XX and YY for the case when their mutual information matches the extractable (in the limit) common information. Our proof is based on the observation that the mere existence of certain random variables jointly distributed with XX and YY can impose restriction on all random variables jointly distributed with XX and YY.

Keywords

Cite

@article{arxiv.2306.14718,
  title  = {A short proof of the G\'acs--K\"orner theorem},
  author = {Laszlo Csirmaz},
  journal= {arXiv preprint arXiv:2306.14718},
  year   = {2023}
}