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
Uncertainty Quantification of Data Shapley via Statistical Inference Mengmeng Wu Zhihong Liu Xiang Li Ruoxi Jia Xiangyu Chang TDI 99 2 0 28 Jul 2024
On Differentially Private U Statistics Kamalika Chaudhuri Po-Ling Loh Shourya Pandey Purnamrita Sarkar FedML 102 1 0 06 Jul 2024
A Berry-Esseen theorem for incomplete U-statistics with Bernoulli sampling Dennis Leung 71 0 0 08 Jun 2024
Testing Many Constraints in Possibly Irregular Models Using Incomplete U-Statistics Nils Sturma Mathias Drton Dennis Leung 98 5 0 24 Aug 2022
High-dimensional Data Bootstrap Victor Chernozhukov Denis Chetverikov Kengo Kato Yuta Koike 87 32 0 19 May 2022
U-statistics of growing order and sub-Gaussian mean estimators with sharp constants Stanislav Minsker 75 14 0 24 Feb 2022
On Variance Estimation of Random Forests with Infinite-Order U-statistics Tianning Xu Ruoqing Zhu Xiaofeng Shao 37 3 0 18 Feb 2022
Edgeworth expansions for network moments Yuan Zhang Dong Xia 84 26 0 14 Apr 2020
Stratified incomplete local simplex tests for curvature of nonparametric multiple regression Yanglei Song Xiaohui Chen Kengo Kato 85 2 0 20 Mar 2020
High-dimensional Central Limit Theorems by Stein's Method Xiao Fang Yuta Koike 88 42 0 29 Jan 2020
Asymptotic Distributions and Rates of Convergence for Random Forests via Generalized U-statistics Weiguang Peng T. Coleman L. Mentch 95 41 0 25 May 2019
High-dimensional central limit theorems for homogeneous sums Yuta Koike 59 16 0 11 Feb 2019
Optimal Nonparametric Inference with Two-Scale Distributional Nearest Neighbors Emre Demirkaya Yingying Fan Lan Gao Jinchi Lv Patrick Vossler Jingbo Wang 15 5 0 25 Aug 2018