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Volume ratios in L p -spaces

Yehoram GordonMarius Junge — 1999

Studia Mathematica

There exists an absolute constant c 0 such that for any n-dimensional Banach space E there exists a k-dimensional subspace F ⊂ E with k≤ n/2 such that i n f e l l i p s o i d ε B E ( v o l ( B E ) / v o l ( ε ) ) 1 / n c 0 i n f z o n o i d Z B F ( v o l ( B F ) / v o l ( Z ) ) 1 / k . The concept of volume ratio with respect to p -spaces is used to prove the following distance estimate for 2 q p < : s u p F p , d i m F = n i n f G L q , d i m G = n d ( F , G ) c p q n ( q / 2 ) ( 1 / q - 1 / p ) .

Generalizing the Johnson-Lindenstrauss lemma to k-dimensional affine subspaces

Alon DmitriyukYehoram Gordon — 2009

Studia Mathematica

Let ε > 0 and 1 ≤ k ≤ n and let W l l = 1 p be affine subspaces of ℝⁿ, each of dimension at most k. Let m = O ( ε - 2 ( k + l o g p ) ) if ε < 1, and m = O(k + log p/log(1 + ε)) if ε ≥ 1. We prove that there is a linear map H : m such that for all 1 ≤ l ≤ p and x , y W l we have ||x-y||₂ ≤ ||H(x)-H(y)||₂ ≤ (1+ε)||x-y||₂, i.e. the distance distortion is at most 1 + ε. The estimate on m is tight in terms of k and p whenever ε < 1, and is tight on ε,k,p whenever ε ≥ 1. We extend these results to embeddings into general normed spaces Y.

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