English

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 LαL^\alpha norm of TpfT_pf for 1α21\leq\alpha\leq2 where TpT_p is the noise operator and ff 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 LαL^\alpha-norm related quantity can cross zero as a function of α\alpha, 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}
}