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Talagrand's inductive method and isoperimetric inequalities involving random sets

机译:Talagrand的归纳法和涉及不规则集的等距不等式

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摘要

Talagrand's isoperimetric inequality is extended to the case for which the distance from a random vector with independent components is measured not to a subset of a product space but instead to a (finite) set of random vectors assuming values ill that product space. This extension is realized in particular for a general class of distances that we show includes the Hamming distance as well as Talagrand's own convex distance. We then apply our new inequality to prove certain new exponential inequalities featuring the product of expectations of expressions involving the Hamming distances between members of pairs of random vectors satisfying suitable independence conditions.
机译:Talagrand的等距不等式扩展到了这样一种情况,即从具有独立分量的随机向量开始的距离不是测量到乘积空间的子集,而是测量到(有限)随机向量集(假设值等于该乘积空间)。这种扩展特别是针对我们展示的包括汉明距离以及塔拉格朗自己的凸距离在内的一般距离实现的。然后,我们使用新的不等式来证明某些新的指数不等式,这些不等式的特征是表达式的期望乘积涉及满足合适的独立性条件的成对随机向量对成员之间的汉明距离。

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