Robust Hypothesis Testing Using Wasserstein Uncertainty Sets

Robust Hypothesis Testing Using Wasserstein Uncertainty Sets

27 May 2018

Yao Xie

Papers citing "Robust Hypothesis Testing Using Wasserstein Uncertainty Sets"

14 / 14 papers shown

Title
Conformal Prediction Regions are Imprecise Highest Density Regions Michele Caprio Yusuf Sale Eyke Hüllermeier 160 1 0 10 Feb 2025
Conformalized Credal Regions for Classification with Ambiguous Ground Truth Michele Caprio David Stutz Shuo Li Arnaud Doucet UQCV 188 5 0 07 Nov 2024
On the Robustness of Kernel Goodness-of-Fit Tests Xing Liu F. Briol OOD 97 5 0 11 Aug 2024
Uncertainty-Aware Robust Learning on Noisy Graphs Shuyi Chen Kaize Ding Shixiang Zhu 77 5 0 14 Jun 2023
Nash Equilibria, Regularization and Computation in Optimal Transport-Based Distributionally Robust Optimization Soroosh Shafieezadeh-Abadeh Liviu Aolaritei Florian Dorfler Daniel Kuhn 115 21 0 07 Mar 2023
Certifying Some Distributional Robustness with Principled Adversarial Training Aman Sinha Hongseok Namkoong Riccardo Volpi John C. Duchi OOD 125 863 0 29 Oct 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 191 9,545 0 31 Mar 2017
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 166 4,824 0 26 Jan 2017
Hypothesis Testing via Affine Detectors A. Juditsky A. Nemirovski 29 8 0 09 Apr 2016
Quantifying Distributional Model Risk via Optimal Transport Jose H. Blanchet Karthyek Murthy 71 424 0 05 Apr 2016
Distributionally Robust Logistic Regression Soroosh Shafieezadeh-Abadeh Peyman Mohajerin Esfahani Daniel Kuhn OOD 70 305 0 30 Sep 2015
On Wasserstein Two Sample Testing and Related Families of Nonparametric Tests Aaditya Ramdas Nicolas García Trillos Marco Cuturi 58 487 0 08 Sep 2015
Data-driven Distributionally Robust Optimization Using the Wasserstein Metric: Performance Guarantees and Tractable Reformulations Peyman Mohajerin Esfahani Daniel Kuhn 77 1,655 0 19 May 2015
Hypothesis testing by convex optimization A. Goldenshluger A. Juditsky A. Nemirovski 60 26 0 26 Nov 2013