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On the Vapnik-Chervonenkis dimension of products of intervals in Rd\mathbb{R}^d

Abstract

We study combinatorial complexity of certain classes of products of intervals in Rd\mathbb{R}^d, from the point of view of Vapnik-Chervonenkis geometry. As a consequence of the obtained results, we conclude that the Vapnik-Chervonenkis dimension of the set of balls in d\ell_\infty^d -- which denotes Rd\R^d equipped with the sup norm -- equals (3d+1)/2\lfloor (3d+1)/2\rfloor.

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