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263 Boolean Analysis — Small Set Expansion

263.1 Overview

Indicators on the uniform Boolean cube satisfy moment identities and volume bounds. Two-function hypercontractivity gives a parameterized two-set expansion inequality and a one-set stability estimate.

263.2 Declarations

Definition 263.1 Boolean-cube set indicator
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For a set \(A\subseteq \{ 0,1\} ^n\), define \(\mathbf1_A(x)=1\) if \(x\in A\) and \(\mathbf1_A(x)=0\) otherwise.

Definition 263.2 Uniform set volume
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For a set \(A\subseteq \{ 0,1\} ^n\), define its volume \(\mu (A)=\mathbb E_x\mathbf1_A(x)=|A|/2^n\) under the uniform cube law.

Lemma 263.3 Indicator nonnegativity
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For every \(A\subseteq \{ 0,1\} ^n\) and \(x\in \{ 0,1\} ^n\), \(\mathbf1_A(x)\ge 0\).

Lemma 263.4 Indicator upper bound
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For every \(A\subseteq \{ 0,1\} ^n\) and \(x\in \{ 0,1\} ^n\), \(\mathbf1_A(x)\le 1\).

Lemma 263.5 Absolute value of an indicator
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For every \(A\subseteq \{ 0,1\} ^n\) and \(x\in \{ 0,1\} ^n\), \(|\mathbf1_A(x)|=\mathbf1_A(x)\).

Lemma 263.6 Squared indicator
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For every \(A\subseteq \{ 0,1\} ^n\) and \(x\in \{ 0,1\} ^n\), \(\mathbf1_A(x)^2=\mathbf1_A(x)\).

Lemma 263.7 Positive indicator powers
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For every \(A\subseteq \{ 0,1\} ^n\), \(x\in \{ 0,1\} ^n\), and \(r\gt 0\), \(\mathbf1_A(x)^r=\mathbf1_A(x)\).

Lemma 263.8 Absolute indicator powers
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For every \(A\subseteq \{ 0,1\} ^n\), \(x\in \{ 0,1\} ^n\), and \(r\gt 0\), \(|\mathbf1_A(x)|^r=\mathbf1_A(x)\).

Lemma 263.9 Indicator absolute moment
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For every \(A\subseteq \{ 0,1\} ^n\) and \(r\gt 0\), the uniform expectation satisfies \(\mathbb E|\mathbf1_A|^r=|A|/2^n\).

Lemma 263.10 Indicator moment norm
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For every \(A\subseteq \{ 0,1\} ^n\) and \(r\gt 0\), its moment norm under the uniform cube law satisfies \(\| \mathbf1_A\| _r=(|A|/2^n)^{1/r}\).

Lemma 263.11 Nonnegative volume
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For every \(A\subseteq \{ 0,1\} ^n\), its uniform volume satisfies \(\mu (A)=|A|/2^n\ge 0\).

Lemma 263.12 Volume at most one
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For every \(A\subseteq \{ 0,1\} ^n\), its uniform volume satisfies \(\mu (A)=|A|/2^n\le 1\).

Theorem 263.13 Parameterized two-set expansion
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Let \(A,B\subseteq \{ 0,1\} ^n\) have uniform volumes \(\alpha ,\beta \), and let real \(p,u,\rho \) satisfy \(1\le p\le u\), \(u\ge 2\), \(0\le \rho \le 1\), and \(\rho \le \sqrt{(p-1)/(u-1)}\). Then \(\mathbb E[\mathbf1_AT_\rho \mathbf1_B]\le \alpha ^{(u-1)/u}\beta ^{1/p}\).

Theorem 263.14 One-set noise stability bound
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For every \(A\subseteq \{ 0,1\} ^n\) of uniform volume \(\alpha \) and \(0\lt \rho \le 1\), \(\mathbb E[\mathbf1_AT_\rho \mathbf1_A]\le \alpha ^{2/(1+\rho )}\).