Central limit theorem and bootstrap procedure for Wasserstein's
variations with an application to structural relationships between
distributions

v1v2v3 (latest)

Central limit theorem and bootstrap procedure for Wasserstein's variations with an application to structural relationships between distributions

14 November 2016

Paula Gordaliza

Jean-Michel Loubes

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Papers citing "Central limit theorem and bootstrap procedure for Wasserstein's variations with an application to structural relationships between distributions"

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Title
Central limit theorem for the Sliced 1-Wasserstein distance and the max-Sliced 1-Wasserstein distance Xianliang Xu Zhongyi Huang 97 7 0 29 May 2022
Exact Statistical Inference for the Wasserstein Distance by Selective Inference Vo Nguyen Le Duy Ichiro Takeuchi 82 14 0 29 Sep 2021
Sharp Convergence Rates for Empirical Optimal Transport with Smooth Costs Tudor Manole Jonathan Niles-Weed OT 151 38 0 24 Jun 2021
Sufficient dimension reduction for classification using principal optimal transport direction Cheng Meng Jun Yu Jingyi Zhang Ping Ma Wenxuan Zhong 55 16 0 19 Oct 2020
Minimax Confidence Intervals for the Sliced Wasserstein Distance Tudor Manole Sivaraman Balakrishnan Larry A. Wasserman 177 36 0 17 Sep 2019
Estimation of Wasserstein distances in the Spiked Transport Model Jonathan Niles-Weed Philippe Rigollet 80 103 0 16 Sep 2019
Statistical data analysis in the Wasserstein space Jérémie Bigot 69 32 0 19 Jul 2019
Minimax estimation of smooth optimal transport maps Jan-Christian Hütter Philippe Rigollet OT 60 28 0 14 May 2019
Multivariate Ranks and Quantiles using Optimal Transport: Consistency, Rates, and Nonparametric Testing Promit Ghosal B. Sen 81 60 0 14 May 2019
Statistical inference for Bures-Wasserstein barycenters Alexey Kroshnin V. Spokoiny A. Suvorikova 62 34 0 02 Jan 2019