Covering numbers, Vapnik-ervonenkis classes and bounds for the star-discrepancy

Covering numbers, Vapnik-ervonenkis classes and bounds for the star-discrepancy
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涵盖数字、Vapnik-ervonenkis 类别和星差异的界限

DOI:
10.1016/j.jco.2004.01.001
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发表时间:
2004
期刊:
J. Complex.
影响因子:
--
通讯作者:
A. Hinrichs
A. Hinrichs
中科院分区:
--
文献类型:
--
作者:
A. Hinrichs

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我们展示了新的下界的星差异和其逆的单位立方体的子集。它们是关于样本点数n与维数d的商d/n的多项式。他们提供了最有名的下限n不太大相比,d。
We show new lower bounds for the star-discrepancy and its inverse for subsets of the unit cube. They are polynomial in the quotient d/n of the number n of sample points and the dimension d. They provide the best-known lower bounds for n not too large compared with d.