Robust Linear Classification from Limited Training Data

4 October 2021

Papers citing "Robust Linear Classification from Limited Training Data"

8 / 8 papers shown

Title
Regularization via Mass Transportation Soroosh Shafieezadeh-Abadeh Daniel Kuhn Peyman Mohajerin Esfahani OOD 70 205 0 27 Oct 2017
Distributionally Robust Logistic Regression Soroosh Shafieezadeh-Abadeh Peyman Mohajerin Esfahani Daniel Kuhn OOD 67 305 0 30 Sep 2015
Data-driven Distributionally Robust Optimization Using the Wasserstein Metric: Performance Guarantees and Tractable Reformulations Peyman Mohajerin Esfahani Daniel Kuhn 69 1,653 0 19 May 2015
Linear Maximum Margin Classifier for Learning from Uncertain Data Christos Tzelepis Vasileios Mezaris Ioannis Patras 42 42 0 15 Apr 2015
A useful variant of the Davis--Kahan theorem for statisticians Yi Yu Tengyao Wang R. Samworth 83 576 0 04 May 2014
Robust Logistic Regression using Shift Parameters (Long Version) J. Tibshirani Christopher D. Manning 70 38 0 21 May 2013
Robust Regression and Lasso Huan Xu Constantine Caramanis Shie Mannor OOD 86 302 0 11 Nov 2008
Robustness and Regularization of Support Vector Machines Huan Xu Constantine Caramanis Shie Mannor 131 470 0 25 Mar 2008