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Metric embeddings of cubes into dense subsets of cubes

Miltiadis Karamanlis, Cosmas Kravaris

Abstract

Fix $k \in \mathbb{N}$ and $0 < δ< 1$. We study how large $N$ must be so that every $δ$-dense subset $\mathcal{D} \subset \{0,1\}^N$ (meaning $|\mathcal{D}| \geq δ2^N$) contains the image of a metric embedding $f: \{0,1\}^k \to \mathcal{D}$. We study three variants. For a $(1+\varepsilon)$-bi-Lipschitz map $f$ with fixed $\varepsilon > 0$, we show $N = O(\varepsilon^{-2} \log(1/δ) k^3)$. For an isometric map with arbitrary rescaling (undistorted), we show $N = \log(1/δ) e^{Ω(k)}$ and conjecture $N = \log(1/δ) e^{O(k)}$. For an isometric map with bounded rescaling we show $N = \exp[\log(1/δ) e^{Θ(k)}]$. As a geometric application, we obtain a nonpositive Alexandrov curvature counterpart to the work of Bartal-Linial-Mendel-Naor on the nonlinear Dvoretzky problem. It is known that any subset of $\{0,1\}^N$ embedding with bi-Lipschitz distortion $< α$ into a metric space of nonnegative Alexandrov curvature must satisfy $|\mathcal{D}| \lesssim 2^{N(1-Ω(α^{-2}))}$. Work of Gromov and Kondo shows that this approach does not extend to CAT(0) targets. We prove that for every $N \gtrsim α^6 \geq 1$, any $\mathcal{D} \subset \{0,1\}^N$ embedding with distortion $< α$ into a CAT(0) space must satisfy $|\mathcal{D}| \lesssim 2^{N(1-Ω(α^{-4}))}$, via a completely different approach. Similar results hold for targets of nontrivial Enflo type. Finally, we prove the density analogue of a coloring theorem of Rodl-Sales: we give bounds for $(1+\varepsilon)$-bi-Lipschitz embeddings of the path $\{1,\ldots,k\}$ into dense subsets of $\{1,\ldots,N\}$ (improving a bound of Dumitrescu), and prove similar bounds for binary tree metrics.

Metric embeddings of cubes into dense subsets of cubes

Abstract

Fix and . We study how large must be so that every -dense subset (meaning ) contains the image of a metric embedding . We study three variants. For a -bi-Lipschitz map with fixed , we show . For an isometric map with arbitrary rescaling (undistorted), we show and conjecture . For an isometric map with bounded rescaling we show . As a geometric application, we obtain a nonpositive Alexandrov curvature counterpart to the work of Bartal-Linial-Mendel-Naor on the nonlinear Dvoretzky problem. It is known that any subset of embedding with bi-Lipschitz distortion into a metric space of nonnegative Alexandrov curvature must satisfy . Work of Gromov and Kondo shows that this approach does not extend to CAT(0) targets. We prove that for every , any embedding with distortion into a CAT(0) space must satisfy , via a completely different approach. Similar results hold for targets of nontrivial Enflo type. Finally, we prove the density analogue of a coloring theorem of Rodl-Sales: we give bounds for -bi-Lipschitz embeddings of the path into dense subsets of (improving a bound of Dumitrescu), and prove similar bounds for binary tree metrics.
Paper Structure (27 sections, 19 theorems, 147 equations)

This paper contains 27 sections, 19 theorems, 147 equations.

Key Result

Theorem 1.1

For every $k \in \mathbb{N}, 0 < \delta < 1, 0 < \varepsilon < 1/4, R \geqslant 2$

Theorems & Definitions (44)

  • Theorem 1.1: Main theorem
  • Theorem 1.2: Large subsets of the Hamming cube cannot embed into spaces with Enflo type
  • Theorem 1.3: metric embeddings of paths into dense subsets of paths
  • Theorem 1.4: Metric embeddings of trees into dense subsets of trees
  • Definition 2.1
  • Lemma 2.1: Hoeffding bounds
  • Definition 2.2
  • Lemma 2.3: Concentration of measure phenomenon for the Hamming cube
  • proof
  • Definition 2.4
  • ...and 34 more