Unifying Distributionally Robust Optimization via Optimal Transport Theory

10 August 2023

Papers citing "Unifying Distributionally Robust Optimization via Optimal Transport Theory"

7 / 7 papers shown

Title
Proximal optimal transport divergences Ricardo Baptista P. Birmpa M. Katsoulakis Luc Rey-Bellet Benjamin J. Zhang OT 2 0 0 17 May 2025
LLM Embeddings Improve Test-time Adaptation to Tabular $Y\|X$ -Shifts Yibo Zeng Jiashuo Liu H. Lam Hongseok Namkoong LMTD 26 1 0 09 Oct 2024
Stability Evaluation via Distributional Perturbation Analysis Jose H. Blanchet Peng Cui Jiajin Li Jiashuo Liu 44 0 0 06 May 2024
A Distributionally Robust Estimator that Dominates the Empirical Average Nikolas P. Koumpis Dionysis Kalogerias 16 0 0 16 Feb 2024
Adversarially Robust Learning with Optimal Transport Regularized Divergences Jeremiah Birrell Mohammadreza Ebrahimi AAML FedML 35 0 0 07 Sep 2023
Tikhonov Regularization is Optimal Transport Robust under Martingale Constraints Jiajin Li Si-Jian Lin Jose H. Blanchet Viet Anh Nguyen OOD 47 11 0 04 Oct 2022
Fast Epigraphical Projection-based Incremental Algorithms for Wasserstein Distributionally Robust Support Vector Machine Jiajin Li Caihua Chen Anthony Man-Cho So OOD 38 22 0 24 Oct 2020