Smooth $p$-Wasserstein Distance: Structure, Empirical Approximation, and
Statistical Applications

Smooth $p$ -Wasserstein Distance: Structure, Empirical Approximation, and Statistical Applications

11 January 2021

Papers citing "Smooth $p$-Wasserstein Distance: Structure, Empirical Approximation, and Statistical Applications"

18 / 18 papers shown

Title
Bounds in Wasserstein Distance for Locally Stationary Functional Time Series Jan Nino G. Tinio Mokhtar Z. Alaya Salim Bouzebda 21 0 0 08 Apr 2025
Scalable Sobolev IPM for Probability Measures on a Graph Tam Le Truyen V. Nguyen H. Hino Kenji Fukumizu 55 0 0 02 Feb 2025
Bounding adapted Wasserstein metrics Zhe Liu Martin Larsson Jonghwa Park Johannes Wiesel OT 46 1 0 31 Jul 2024
Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking Gabriel Rioux Apoorva Nitsure Mattia Rigotti Kristjan Greenewald Youssef Mroueh 32 1 0 10 Jun 2024
Statistical inference of convex order by Wasserstein projection Jakwang Kim Young-Heon Kim Yuanlong Ruan Andrew Warren 36 2 0 05 Jun 2024
Generative Conditional Distributions by Neural (Entropic) Optimal Transport Bao Nguyen Binh Nguyen Hieu Trung Nguyen Viet Anh Nguyen OT 42 1 0 04 Jun 2024
A View on Out-of-Distribution Identification from a Statistical Testing Theory Perspective Alberto Caron Chris Hicks V. Mavroudis OODD 28 2 0 05 May 2024
Gaussian-Smoothed Sliced Probability Divergences Mokhtar Z. Alaya A. Rakotomamonjy Maxime Bérar Gilles Gasso 39 0 0 04 Apr 2024
Convergence of the Adapted Smoothed Empirical Measures Songyan Hou 16 3 0 26 Jan 2024
On the estimation of persistence intensity functions and linear representations of persistence diagrams Weichen Wu Jisu Kim Alessandro Rinaldo 13 0 0 18 Oct 2023
Sample Complexity of Probability Divergences under Group Symmetry Ziyu Chen M. Katsoulakis Luc Rey-Bellet Weixia Zhu 22 10 0 03 Feb 2023
Minimum Kernel Discrepancy Estimators Chris J. Oates 24 10 0 28 Oct 2022
Information Processing Equalities and the Information-Risk Bridge Robert C. Williamson Zac Cranko 20 5 0 25 Jul 2022
Central limit theorem for the Sliced 1-Wasserstein distance and the max-Sliced 1-Wasserstein distance Xianliang Xu Zhongyi Huang 19 4 0 29 May 2022
Statistical inference with regularized optimal transport Ziv Goldfeld Kengo Kato Gabriel Rioux Ritwik Sadhu OT 41 34 0 09 May 2022
Limit distribution theory for smooth $p$ -Wasserstein distances Ziv Goldfeld Kengo Kato Sloan Nietert Gabriel Rioux 11 15 0 01 Mar 2022
Statistical and Topological Properties of Gaussian Smoothed Sliced Probability Divergences A. Rakotomamonjy Mokhtar Z. Alaya Maxime Bérar Gilles Gasso 19 5 0 20 Oct 2021
Limit Distribution Theory for the Smooth 1-Wasserstein Distance with Applications Ritwik Sadhu Ziv Goldfeld Kengo Kato 16 8 0 28 Jul 2021