Statistical Limit Theorems in Distributionally Robust Optimization

27 March 2023

Papers citing "Statistical Limit Theorems in Distributionally Robust Optimization"

6 / 6 papers shown

Title
Non-Convex Robust Hypothesis Testing using Sinkhorn Uncertainty Sets Jie Wang Rui Gao Yao Xie 56 1 0 21 Mar 2024
A Distributionally Robust Estimator that Dominates the Empirical Average Nikolas P. Koumpis Dionysis Kalogerias 9 0 0 16 Feb 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
Unifying Distributionally Robust Optimization via Optimal Transport Theory Jose H. Blanchet Daniel Kuhn Jiajin Li Bahar Taşkesen OT 21 12 0 10 Aug 2023
Exact Generalization Guarantees for (Regularized) Wasserstein Distributionally Robust Models Waïss Azizian F. Iutzeler J. Malick OOD 41 8 0 26 May 2023
Optimal Learning via Moderate Deviations Theory Arnab Ganguly Tobias Sutter 21 1 0 23 May 2023