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 and 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 and can impose restriction on all random variables jointly distributed with and .
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}
}