The Pivotal Set of a Boolean Function

<div> We define the pivotal set of a Boolean function and we prove a fundamental inequality on its expected size, when the inputs are independent random coins of parameter p. We give two complete proofs of this inequality. Along the way, we obtain the classical Margulis-Russo formula. We give a short proof of the classical Hoeffding inequality for i.i.d. Bernoulli random variables, and we use it to derive more complex deviations inequalities associated to the pivotal set. We follow finally Talagrand's footsteps and we discuss a beautiful inequality that he proved in the uniform case. </div>

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Publication Details

Journal
American Mathematical Monthly
Published
2025-03-26
DOI
https://doi.org/10.1080/00029890.2025.2459044
Primary Topic
Advanced Graph Theory Research
Type
article
Field-Weighted Citation Impact
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article

The Pivotal Set of a Boolean Function

Raphaël Cerf
American Mathematical Monthly
Advanced Graph Theory Research
article

The Pivotal Set of a Boolean Function

Raphaël Cerf
article en

Abstract

<div> We define the pivotal set of a Boolean function and we prove a fundamental inequality on its expected size, when the inputs are independent random coins of parameter p. We give two complete proofs of this inequality. Along the way, we obtain the classical Margulis-Russo formula. We give a short proof of the classical Hoeffding inequality for i.i.d. Bernoulli random variables, and we use it to derive more complex deviations inequalities associated to the pivotal set. We follow finally Talagrand's footsteps and we discuss a beautiful inequality that he proved in the uniform case. </div>

American Mathematical MonthlyVol. 132(5)
Ceres (US)
Openalex Percentile: Top 93%
Advanced Graph Theory Research
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