Doubly Robust Data-Driven Distributionally Robust Optimization

19 May 2017

Papers citing "Doubly Robust Data-Driven Distributionally Robust Optimization"

8 / 8 papers shown

Title
Data-driven Optimal Cost Selection for Distributionally Robust Optimization Jose H. Blanchet Yang Kang Fan Zhang Karthyek Murthy OOD 112 44 0 19 May 2017
Robust Wasserstein Profile Inference and Applications to Machine Learning Jose H. Blanchet Yang Kang Karthyek Murthy OOD 74 331 0 18 Oct 2016
Distributionally Robust Logistic Regression Soroosh Shafieezadeh-Abadeh Peyman Mohajerin Esfahani Daniel Kuhn OOD 78 306 0 30 Sep 2015
Data-driven Distributionally Robust Optimization Using the Wasserstein Metric: Performance Guarantees and Tractable Reformulations Peyman Mohajerin Esfahani Daniel Kuhn 80 1,661 0 19 May 2015
A Survey on Metric Learning for Feature Vectors and Structured Data A. Bellet Amaury Habrard M. Sebban 112 681 0 28 Jun 2013
Robust Metric Learning by Smooth Optimization Kaizhu Huang Rong Jin Zenglin Xu Cheng-Lin Liu 89 26 0 15 Mar 2012
Robust Regression and Lasso Huan Xu Constantine Caramanis Shie Mannor OOD 103 302 0 11 Nov 2008
Robustness and Regularization of Support Vector Machines Huan Xu Constantine Caramanis Shie Mannor 139 470 0 25 Mar 2008