Approximating high-dimensional infinite-order $U$-statistics:
statistical and computational guarantees

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Approximating high-dimensional infinite-order $U$ -statistics: statistical and computational guarantees

4 January 2019

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Papers citing "Approximating high-dimensional infinite-order $U$-statistics: statistical and computational guarantees"

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Title
Randomized incomplete $U$ -statistics in high dimensions Xiaohui Chen Kengo Kato 46 42 0 03 Dec 2017
Jackknife multiplier bootstrap: finite sample approximations to the $U$ -process supremum with applications Xiaohui Chen Kengo Kato 56 40 0 09 Aug 2017
Gaussian and bootstrap approximations for high-dimensional U-statistics and their applications Xiaohui Chen 71 57 0 30 Sep 2016
Central Limit Theorems and Bootstrap in High Dimensions Victor Chernozhukov Denis Chetverikov Kengo Kato 76 313 0 11 Dec 2014
Comparison and anti-concentration bounds for maxima of Gaussian random vectors Victor Chernozhukov Denis Chetverikov Kengo Kato 146 224 0 21 Jan 2013
Gaussian approximations and multiplier bootstrap for maxima of sums of high-dimensional random vectors Victor Chernozhukov Denis Chetverikov Kengo Kato 164 507 0 31 Dec 2012
On local $U$ -statistic processes and the estimation of densities of functions of several sample variables Evarist Giné D. Mason 399 86 0 16 Aug 2007