A lower bound on dimension reduction for trees in \ell_1

preprint2013arXivOpen access

Abstract

There is a constant c > 0 such that for every ε∈(0,1)ε\in (0,1) and n≥1/ε2n \geq 1/ε^2, the following holds. Any mapping from the nn-point star metric into ℓ1d\ell_1^d with bi-Lipschitz distortion 1+ε1+ε requires dimension d≥clog⁡nε2log⁡(1/ε).d \geq {c\log n\over ε^2\log (1/ε)}.

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