%! TEX root = ABF.tex % vim: tw=80 ft=tex % 05/03/2026 12PM \begin{fclemma}[] % Lemma 7.4 \label{lemma:7.4} For every $\zeta, \alpha > 0$ and $p \in \left[ \zeta, \half - \zeta \right]$, there exists $\eps > 0$ and $r$ such that if $f$ is an \quasi{\eps, \rho, r} monotone Boolean function from $\{0, 1\}^n$ to $\{0, 1\}$ with $\Ebb f^{(p)} = \alpha$, then $\Ebb f^{(1 / 2)} > \half$. \end{fclemma} \begin{proof} Suppose that $\Ebb f^{(1 / 2)} \le \half$. By the Mean Value Theorem, there exists $s \in \left( p, \half \right)$ such that \[ \frac{\dd}{\dd s} \Ebb f^{(s)} \le \frac{\half - \alpha}{\half - p} \le \frac{1}{\zeta} .\] By the main corollary to the \nameref{thm:6.5} (\cref{coro:6.6}), it follows that $\totinf(f^{(s)}) \le \frac{1}{\zeta}$. By the \nameref{thm:6.11}, we can find a Boolean $J$-junta $h$ such that $\Pbb[f^{(s)} \neq h^{(s)}] \le \eps$ and $|J| \le r(\zeta, \eps)$. But $\Ebb f^{(s)} \le \Ebb f^{(1 / 2)}$ by monotonicity, so $\Pbb[f^{(s)} = 1] \le \half$ $\implies$ $\Pbb[h^{(s)} = 1] \le \half + \eps \le \frac{3}{4}$ (as long as $\eps \le \quarter$) $\implies$ $\Pbb[h^{(s)} = 0] \ge \quarter$. Therefore $\Pbb[f^{(s)} = 1 \mid h^{(s)} = 0] \le 4\eps$. Therefore, there exists $u$ such that $h_{\onu} \equiv 0$ and $\Pbb[f_{\onu}^{(s)} = 1] \le 4\eps$. % TODO: check about the comments at beginning of lecture 14. By monotonicity, $\Pbb[f_{\onu}^{(p)} = 1] = \Ebb f_{\onu}^{(p)} \le 4\eps$, so choosing $\eps < \frac{\alpha}{5}$, we have that \[ |\Ebb f_{\onu}^{(p)} - \Ebb f^{(p)}| > \eps ,\] contradicting \quasi{\eps, \rho, r}, where $r = r(\zeta, \eps)$. \end{proof} \begin{notation*} Let $\mathcal{B}$ be a family of subsets of $[n]$. Write $\ol{\mathcal{B}} = \{A \subset [n] : \exists B \in \mathcal{B}, B \subset A\}$, the \emph{upward closure} of $\mathcal{B}$. \end{notation*} \begin{fcthm}[Dinur, Friedgut] % Theorem 7.5 \label{thm:7.5} For every $p \in \left( 0, \half \right)$ and $\eps > 0$, there exists $T$ such that for every intersecting family $\mathcal{A}$ of subsets of $[n]$ there exists $J \subset [n]$ of size at most $T$ and an intersecting family $\mathcal{B}$ of subsets of $J$ such that \[ \mup(\mathcal{A} \setminus \ol{\mathcal{B}}) \le \eps .\] \end{fcthm} \begin{proof} It is convenient to reformulate the statement in terms of Boolean functions. So call $f : \{0, 1\}^n \to \{0, 1\}$ \emph{intersecting} if for all $x, y$, $f(x) = f(y) = 1 \implies \exists i, x_i = y_i = 1$. Let $f : \{0, 1\}^n \to \{0, 1\}$ be a Boolean function and apply the regularity lemma with parameters $\left( \frac{\eps}{10}, p, r, \frac{\eps}{2} \right)$, where $r$ is to be chosen. That gives us $J$ of size at most $T(\eps, p, r)$ such that if $u$ is chosen $\mup$-randomly from $\{0, 1\}^J$, then \[ \Pbb\left[\text{$f_{\onu}^{(p)}$ is not \glsref[quasi]{$\left(\frac{\eps}{10}, p, r\right)$-quasirandom}}\right] \le \frac{\eps}{2} .\] Define $g : \{0, 1\}^J \to \{0, 1\}$ by setting $g(u) = 1$ if $f_{\onu}^{(p)}$ is \quasi{\frac{\eps}{10}, p, r}, and $\Ebb f_{\onu}^{(p)} \ge \frac{\eps}{2}$ and $0$ otherwise. Then \[ \Pbb[f^{(p)}(x) = 1 \text{ and } g(x|_J) = 0] \le \frac{\eps}{2} + \frac{\eps}{2} .\] (This corresponds to the statement that $|\mathcal{A} \setminus \ol{\mathcal{B}}| \le \eps$. $\mathcal{A} = \{A : f(\indicator{A}) = 1\}$, $\mathcal{B} = \{B : g(\indicator{B}) = 1\}$.) Note that $\ol{\mathcal{A}}$ is an intersecting family and $|\ol{\mathcal{A}} \setminus \ol{\mathcal{B}}| \ge |\mathcal{A} \setminus \mathcal{B}|$, so we may assume that $f$ is monotone, and hence that each $f_{\onu}$ is monotone. It remains to prove that $g$ is intersecting. Let $u, v \in \{0, 1\}^J$ such that $g(u) = g(v) = 1$. Then $f_{\onu}$ and $f_{\onu[v]}$ are \quasi{\frac{\eps}{10}, p, r} and $\Ebb f_{\onu}^{(p)}, \Ebb f_{\onu[v]}^{(p)} \ge \frac{\eps}{2}$. By \cref{lemma:7.4} for appropriate $r$, it follows that $\Ebb f_{\onu}^{(1 / 2)}, \Ebb f_{\onu[v]}^{(1 / 2)} > \half$. By averaging, we can find $y, z \in \{0, 1\}^{[n] \setminus J}$ such that $y_i = 1 \iff z_i = 0$ and $f_{\onu}(y) = f_{\onu[v]}(z)) = 1$. Since $f$ is intersecting, there must exist $j$ such that $u_i = v_j = 1$, so $g$ is intersecting. \end{proof} \begin{fclemma}[The LYM inequality] % Lemma 7.6 \label{lemma:7.6} Let $1 \le r < s \le n$ and let $\mathcal{A} \subset [n]^{(r)}$. Write $\partial_s \mathcal{A}$ for $\{B \in [n]^{(s)} : \exists A \in \mathcal{A}, A \subset B\}$. Then $\frac{|\partial_s \mathcal{A}|}{{n \choose s}} \ge \frac{|\mathcal{A}|}{{n \choose r}}$. \end{fclemma} \begin{proof} Let $\alpha = \frac{|\mathcal{A}|}{{n \choose r}}$ and $\beta = \frac{|\partial_s \mathcal{A}|}{{n \choose s}}$. Define a bipartite graph by joining $A \in [n]^{(r)}$ to $B \in [n]^{(s)}$ if and only if $A \subset B$. Now pick a random edge. The probability that it joins $\mathcal{A}$ to $\partial_s \mathcal{A}$ is exactly $\alpha$. It is also at most $\beta$. So $\alpha = \Pbb[\text{joins $\mathcal{A}$ to $\partial_s \mathcal{A}$}] \le \beta$. \end{proof}