We show that for every nondecreasing concave function w:R+ --> R+ with
w(0)=0, either every finite metric space embeds with distortion arbitrarily
close to 1 into a metric space of the form (X,w o d) for some metric d on X, or
there exists a=a(w)>0 and n_0=n_0(w)\in N such that for all n>n_0, any
embedding of {0,...,n} into a metric space of the form (X,w o d) incurs
distortion at least n^a.
We discuss the connection between the expansion of small sets in graphs, and
the Schatten norms of their adjacency matrix. In conjunction with a variant of
the Azuma inequality for uniformly smooth normed spaces, we deduce improved
bounds on the small set isoperimetry of Abelian Alon-Roichman random Cayley
graphs.
Let $\H$ denote the discrete Heisenberg group, equipped with a word metric
$d_W$ associated to some finite symmetric generating set. We show that if
$(X,\|\cdot\|)$ is a $p$-convex Banach space then for any Lipschitz function
$f:\H\to X$ there exist $x,y\in \H$ with $d_W(x,y)$ arbitrarily large and
\begin{equation}\label{eq:comp abs} \frac{\|f(x)-f(y)\|}{d_W(x,y)}\lesssim
\left(\frac{\log\log d_W(x,y)}{\log d_W(x,y)}\right)^{1/p}. \end{equation}
The {\em overlap number} of a finite $(d+1)$-uniform hypergraph $H$ is
defined as the largest constant $c(H)\in (0,1]$ such that no matter how we map
the vertices of $H$ into $\R^d$, there is a point covered by at least a
$c(H)$-fraction of the simplices induced by the images of its hyperedges.
In~\cite{Gro2}, motivated by the search for an analogue of the notion of graph
expansion for higher dimensional simplicial complexes, it was asked whether or
not there exists a sequence $\{H_n\}_{n=1}^\infty$ of arbitrarily large
$(d+1)$-uniform hypergraphs with bounded degree, for which $\inf_{n\ge
We survey connections between the theory of bi-Lipschitz embeddings and the
Sparsest Cut Problem in combinatorial optimization. The story of the Sparsest
Cut Problem is a striking example of the deep interplay between analysis,
geometry, and probability on the one hand, and computational issues in discrete
mathematics on the other. We explain how the key ideas evolved over the past 20
years, emphasizing the interactions with Banach space theory, geometric measure
theory, and geometric group theory.
We introduce a randomized iterative fragmentation procedure for finite metric
spaces, which is guaranteed to result in a polynomially large subset that is
$D$-equivalent to an ultrametric, where $D\in (2,\infty)$ is a prescribed
target distortion. Since this procedure works for $D$ arbitrarily close to the
nonlinear Dvoretzky phase transition at distortion 2, we thus obtain a much
simpler probabilistic proof of the main result of Bartel, Linial, Mendel, and
Naor, answering a question from Mendel and Naor, and yielding the best known
bounds in the nonlinear Dvoretzky theorem.
It is shown that if (X, ||.||_X) is a Banach space with Rademacher cotype q
then for every integer n there exists an even integer m< n^{1+1/q}$ such that
for every f:Z_m^n --> X we have \sum_{j=1}^n \Avg_x [ ||f(x+ (m/2) e_j)-f(x)
||_X^q ] < C m^q \Avg_{\e,x} [ ||f(x+\e)-f(x) ||_X^q ], where the expectations
are with respect to uniformly chosen x\in Z_m^n and \e\in \{-1,0,1\}^n, and all
the implied constants may depend only on q and the Rademacher cotype q constant
of X.
Let $(X,d,\mu)$ be a metric measure space. For $\emptyset\neq R\subseteq
(0,\infty)$ consider the Hardy-Littlewood maximal operator $$ M_R f(x)
\stackrel{\mathrm{def}}{=} \sup_{r \in R} \frac{1}{\mu(B(x,r))} \int_{B(x,r)}
|f| d\mu.$$ We show that if there is an $n>1$ such that one has the
"microdoubling condition" $ \mu(B(x,(1+\frac{1}{n})r))\lesssim \mu(B(x,r)) $
for all $x\in X$ and $r>0$, then the weak $(1,1)$ norm of $M_R$ has the
following localization property: $$ \|M_R\|_{L_1(X) \to L_{1,\infty}(X)}\asymp
\sup_{r>0} \|M_{R\cap [r,nr]}\|_{L_1(X) \to L_{1,\infty}(X)}.
We show that the Goemans-Linial semidefinite relaxation of the Sparsest Cut
problem with general demands has integrality gap $(\log n)^{\Omega(1)}$. This
is achieved by exhibiting $n$-point metric spaces of negative type whose $L_1$
distortion is $(\log n)^{\Omega(1)}$. Our result is based on quantitative
bounds on the rate of degeneration of Lipschitz maps from the Heisenberg group
to $L_1$ when restricted to cosets of the center.
Given a finite regular graph G=(V,E) and a metric space (X,d_X), let
$gamma_+(G,X) denote the smallest constant $\gamma_+>0$ such that for all
f,g:V\to X we have:
\frac{1}{|V|^2}\sum_{x,y\in V} d_X(f(x),g(y))^2\le \frac{\gamma_+}{|E|}
\sum_{xy\in E} d_X(f(x),g(y))^2.
Given a finite regular graph G=(V,E) and a metric space (X,d_X), let
$gamma_+(G,X) denote the smallest constant $\gamma_+>0$ such that for all
f,g:V\to X we have:
\frac{1}{|V|^2}\sum_{x,y\in V} d_X(f(x),g(y))^2\le \frac{\gamma_+}{|E|}
\sum_{xy\in E} d_X(f(x),g(y))^2.
We prove a quantitative bi-Lipschitz nonembedding theorem for the Heisenberg
group with its Carnot-Carath\'eodory metric and apply it to give a lower bound
on the integrality gap of the Goemans-Linial semidefinite relaxation of the
Sparsest Cut problem.