Confidence Regions in Wasserstein Distributionally Robust Estimation

4 June 2019

Papers citing "Confidence Regions in Wasserstein Distributionally Robust Estimation"

9 / 9 papers shown

Title
Wasserstein Distributionally Robust Nonparametric Regression Changyu Liu Yuling Jiao Junhui Wang Jian Huang OOD 31 0 0 12 May 2025
Universal generalization guarantees for Wasserstein distributionally robust models Tam Le Jérome Malick OOD 47 2 0 28 Jan 2025
New Perspectives on Regularization and Computation in Optimal Transport-Based Distributionally Robust Optimization Soroosh Shafieezadeh-Abadeh Liviu Aolaritei Florian Dorfler Daniel Kuhn 56 20 0 31 Dec 2024
Evaluating Model Performance Under Worst-case Subpopulations Mike Li Hongseok Namkoong Shangzhou Xia 40 17 0 01 Jul 2024
$Asymptotic Behavior of Adversarial Training Estimator under $\ell_\infty$-Perturbation$ Asymptotic Behavior of Adversarial Training Estimator under $\ell_\infty$ -Perturbation Yiling Xie Xiaoming Huo 36 2 0 27 Jan 2024
Statistical Limit Theorems in Distributionally Robust Optimization Jose H. Blanchet A. Shapiro 17 13 0 27 Mar 2023
A Distributionally Robust Optimization Framework for Extreme Event Estimation Yuanlu Bai H. Lam Xinyu Zhang 20 4 0 03 Jan 2023
Sinkhorn Distributionally Robust Optimization Jie Wang Rui Gao Yao Xie 43 35 0 24 Sep 2021
Auditing ML Models for Individual Bias and Unfairness Songkai Xue Mikhail Yurochkin Yuekai Sun MLAU 40 22 0 11 Mar 2020