The Courtade-Kumar Most Informative Boolean Function Conjecture and a Symmetrized Li-M\'edard Conjecture are Equivalent
Information Theory
2020-04-06 v1 math.IT
Abstract
We consider the Courtade-Kumar most informative Boolean function conjecture for balanced functions, as well as a conjecture by Li and M\'edard that dictatorship functions also maximize the norm of for where is the noise operator and is a balanced Boolean function. By using a result due to Laguerre from the 1880's, we are able to bound how many times an -norm related quantity can cross zero as a function of , and show that these two conjectures are essentially equivalent.
Keywords
Cite
@article{arxiv.2004.01277,
title = {The Courtade-Kumar Most Informative Boolean Function Conjecture and a Symmetrized Li-M\'edard Conjecture are Equivalent},
author = {Leighton Pate Barnes and Ayfer Özgür},
journal= {arXiv preprint arXiv:2004.01277},
year = {2020}
}