English

Geometry of random sections of isotropic convex bodies

Metric Geometry 2016-09-29 v2 Functional Analysis

Abstract

Let KK be an isotropic symmetric convex body in Rn{\mathbb R}^n. We show that a subspace FGn,nkF\in G_{n,n-k} of codimension k=γnk=\gamma n, where γ(1/n,1)\gamma\in (1/\sqrt{n},1), satisfies KFcγnLK(B2nF)K\cap F\subseteq \frac{c}{\gamma }\sqrt{n}L_K (B_2^n\cap F) with probability greater than 1exp(n)1-\exp (-\sqrt{n}). Using a different method we study the same question for the LqL_q-centroid bodies Zq(μ)Z_q(\mu ) of an isotropic log-concave probability measure μ\mu on Rn{\mathbb R}^n. For every 1qn1\leq q\leq n and γ(0,1)\gamma\in (0,1) we show that a random subspace FGn,(1γ)nF\in G_{n,(1-\gamma )n} satisfies Zq(μ)Fc2(γ)qB2nFZ_q(\mu )\cap F\subseteq c_2(\gamma )\sqrt{q}\,B_2^n\cap F. We also give bounds on the diameter of random projections of Zq(μ)Z_q(\mu ) and using them we deduce that if KK is an isotropic convex body in Rn{\mathbb R}^n then for a random subspace FF of dimension (logn)4(\log n)^4 one has that all directions in FF are sub-Gaussian with constant O(log2n)O(\log^2n).

Keywords

Cite

@article{arxiv.1601.02254,
  title  = {Geometry of random sections of isotropic convex bodies},
  author = {Apostolos Giannopoulos and Labrini Hioni and Antonis Tsolomitis},
  journal= {arXiv preprint arXiv:1601.02254},
  year   = {2016}
}

Comments

To appear in the Bulletin of the Hellenic Mathematical Society