Robust Wasserstein Profile Inference and Applications to Machine Learning

18 October 2016

Papers citing "Robust Wasserstein Profile Inference and Applications to Machine Learning"

6 / 56 papers shown

Title
Certifying Some Distributional Robustness with Principled Adversarial Training Aman Sinha Hongseok Namkoong Riccardo Volpi John C. Duchi OOD 43 855 0 29 Oct 2017
Regularization via Mass Transportation Soroosh Shafieezadeh-Abadeh Daniel Kuhn Peyman Mohajerin Esfahani OOD 30 203 0 27 Oct 2017
Distributionally Robust Groupwise Regularization Estimator Jose H. Blanchet Yang Kang OOD 11 23 0 11 May 2017
Statistics of Robust Optimization: A Generalized Empirical Likelihood Approach John C. Duchi Peter Glynn Hongseok Namkoong 4 318 0 11 Oct 2016
Sample Out-Of-Sample Inference Based on Wasserstein Distance Jose H. Blanchet Yang Kang 34 35 0 04 May 2016
Quantifying Distributional Model Risk via Optimal Transport Jose H. Blanchet Karthyek Murthy 26 418 0 05 Apr 2016