New Perspectives on Regularization and Computation in Optimal Transport-Based Distributionally Robust Optimization

31 December 2024

Papers citing "New Perspectives on Regularization and Computation in Optimal Transport-Based Distributionally Robust Optimization"

9 / 9 papers shown

Title
Provable Robust Overfitting Mitigation in Wasserstein Distributionally Robust Optimization Shuang Liu Yihan Wang Yifan Zhu Yibo Miao Xiao-Shan Gao 61 0 0 06 Mar 2025
Distributionally and Adversarially Robust Logistic Regression via Intersecting Wasserstein Balls Aras Selvi Eleonora Kreacic Mohsen Ghassemi Vamsi K. Potluru T. Balch Manuela Veloso 29 0 0 18 Jul 2024
A Geometric Unification of Distributionally Robust Covariance Estimators: Shrinking the Spectrum by Inflating the Ambiguity Set Man-Chung Yue Yves Rychener Daniel Kuhn Viet Anh Nguyen 24 1 0 30 May 2024
Outlier-Robust Wasserstein DRO Sloan Nietert Ziv Goldfeld Soroosh Shafiee 34 9 0 09 Nov 2023
Unifying Distributionally Robust Optimization via Optimal Transport Theory Jose H. Blanchet Daniel Kuhn Jiajin Li Bahar Taşkesen OT 21 12 0 10 Aug 2023
Nonlinear Distributionally Robust Optimization Mohammed Rayyan Sheriff Peyman Mohajerin Esfahani 32 2 0 05 Jun 2023
Holistic Robust Data-Driven Decisions Amine Bennouna Bart P. G. Van Parys Ryan Lucas OOD 25 21 0 19 Jul 2022
On the Convergence and Robustness of Adversarial Training Yisen Wang Xingjun Ma James Bailey Jinfeng Yi Bowen Zhou Quanquan Gu AAML 192 345 0 15 Dec 2021
Sinkhorn Distributionally Robust Optimization Jie Wang Rui Gao Yao Xie 29 35 0 24 Sep 2021