Statistical inference with regularized optimal transport

9 May 2022

Ritwik Sadhu

Papers citing "Statistical inference with regularized optimal transport"

29 / 29 papers shown

Title
Streaming Sliced Optimal Transport Khai Nguyen OT 45 0 0 11 May 2025
Conditional simulation via entropic optimal transport: Toward non-parametric estimation of conditional Brenier maps Ricardo Baptista Aram-Alexandre Pooladian Michael C. Brennan Youssef Marzouk Jonathan Niles-Weed OT 34 2 0 11 Nov 2024
Optimal Transportation by Orthogonal Coupling Dynamics Mohsen Sadr Peyman Mohajerin Esfehani Hossein Gorji OT 35 0 0 10 Oct 2024
Plug-in estimation of Schrödinger bridges Aram-Alexandre Pooladian Jonathan Niles-Weed DiffM OT 43 1 0 21 Aug 2024
Bounding adapted Wasserstein metrics Zhe Liu Martin Larsson Jonghwa Park Johannes Wiesel OT 46 1 0 31 Jul 2024
Smoothed NPMLEs in nonparametric Poisson mixtures and beyond Keunwoo Lim Fang Han OT 23 1 0 13 Jun 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
Distributional Counterfactual Explanations With Optimal Transport Lei You Lele Cao Mattias Nilsson Bo Zhao Lei Lei OT OffRL 20 1 0 23 Jan 2024
Limit Distribution Theory for Quantum Divergences Sreejith Sreekumar Mario Berta 20 2 0 22 Nov 2023
Uniform Confidence Band for Optimal Transport Map on One-Dimensional Data Donlapark Ponnoprat Ryotaro Okano Masaaki Imaizumi OT 23 1 0 18 Jul 2023
Lower Complexity Adaptation for Empirical Entropic Optimal Transport Michel Groppe Shayan Hundrieser OT 26 10 0 23 Jun 2023
Minimum intrinsic dimension scaling for entropic optimal transport Austin J. Stromme 24 10 0 06 Jun 2023
Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction Tung Le Khai Nguyen Shanlin Sun Kun Han Nhat Ho Xiaohui Xie 27 5 0 27 May 2023
Weak Limits for Empirical Entropic Optimal Transport: Beyond Smooth Costs Alberto González Sanz Shayan Hundrieser OT 34 9 0 16 May 2023
Gromov-Wasserstein Distances: Entropic Regularization, Duality, and Sample Complexity Zhengxin Zhang Ziv Goldfeld Youssef Mroueh Bharath K. Sriperumbudur OT 22 15 0 25 Dec 2022
The out-of-sample prediction error of the square-root-LASSO and related estimators J. M. Olea Cynthia Rush Amilcar Velez J. Wiesel OOD 37 6 0 14 Nov 2022
Statistical, Robustness, and Computational Guarantees for Sliced Wasserstein Distances Sloan Nietert Ritwik Sadhu Ziv Goldfeld Kengo Kato 32 37 0 17 Oct 2022
Limit Theorems for Entropic Optimal Transport Maps and the Sinkhorn Divergence Ziv Goldfeld Kengo Kato Gabriel Rioux Ritwik Sadhu 42 27 0 18 Jul 2022
Weak limits of entropy regularized Optimal Transport; potentials, plans and divergences Alberto González Sanz Jean-Michel Loubes Jonathan Niles-Weed OT 19 22 0 15 Jul 2022
On the sample complexity of entropic optimal transport Philippe Rigollet Austin J. Stromme OT 27 40 0 27 Jun 2022
Distributional Convergence of the Sliced Wasserstein Process Jiaqi Xi Jonathan Niles-Weed 19 6 0 01 Jun 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
Wasserstein Distributionally Robust Optimization with Wasserstein Barycenters Tim Tsz-Kit Lau Han Liu OOD 34 2 0 23 Mar 2022
Nonparametric mixture MLEs under Gaussian-smoothed optimal transport distance Fang Han Zhen Miao Yandi Shen OT 30 7 0 04 Dec 2021
Inferential Wasserstein Generative Adversarial Networks Yao Chen Qingyi Gao Xiao Wang GAN 96 19 0 13 Sep 2021
An Optimal Transport Approach to Estimating Causal Effects via Nonlinear Difference-in-Differences William Torous F. Gunsilius Philippe Rigollet OT 46 15 0 12 Aug 2021
Plugin Estimation of Smooth Optimal Transport Maps Tudor Manole Sivaraman Balakrishnan Jonathan Niles-Weed Larry A. Wasserman OT 21 92 0 26 Jul 2021
Martingale Methods for Sequential Estimation of Convex Functionals and Divergences Tudor Manole Aaditya Ramdas 20 19 0 16 Mar 2021
Smooth $p$ -Wasserstein Distance: Structure, Empirical Approximation, and Statistical Applications Sloan Nietert Ziv Goldfeld Kengo Kato 31 30 0 11 Jan 2021