Distributionally Robust Logistic Regression

Distributionally Robust Logistic Regression

30 September 2015

Soroosh Shafieezadeh-Abadeh

Peyman Mohajerin Esfahani

Papers citing "Distributionally Robust Logistic Regression"

13 / 13 papers shown

Title
Universal generalization guarantees for Wasserstein distributionally robust models Tam Le Jérome Malick OOD 81 2 0 28 Jan 2025
Two-Timescale Gradient Descent Ascent Algorithms for Nonconvex Minimax Optimization Tianyi Lin Chi Jin Michael I. Jordan 75 8 0 28 Jan 2025
Alternating minimization for square root principal component pursuit Shengxiang Deng Xudong Li Yangjing Zhang 101 0 0 31 Dec 2024
An Inexact Halpern Iteration with Application to Distributionally Robust Optimization Ling Liang Zusen Xu Kim-Chuan Toh Jia Jie Zhu 83 4 0 08 Feb 2024
Learning Optimal Classification Trees Robust to Distribution Shifts Nathan Justin S. Aghaei Andrés Gómez P. Vayanos OOD 100 0 0 26 Oct 2023
Uncertainty-Aware Robust Learning on Noisy Graphs Shuyi Chen Kaize Ding Shixiang Zhu 64 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 88 21 0 07 Mar 2023
Sinkhorn Distributionally Robust Optimization Jie Wang Rui Gao Yao Xie 62 37 0 24 Sep 2021
Data-driven Distributionally Robust Optimization Using the Wasserstein Metric: Performance Guarantees and Tractable Reformulations Peyman Mohajerin Esfahani Daniel Kuhn 43 1,641 0 19 May 2015
On the rate of convergence in Wasserstein distance of the empirical measure N. Fournier Arnaud Guillin 97 1,138 0 07 Dec 2013
Robust 1-bit compressed sensing and sparse logistic regression: A convex programming approach Y. Plan Roman Vershynin 143 457 0 06 Feb 2012
Robust Regression and Lasso Huan Xu Constantine Caramanis Shie Mannor OOD 43 302 0 11 Nov 2008
Robustness and Regularization of Support Vector Machines Huan Xu Constantine Caramanis Shie Mannor 91 471 0 25 Mar 2008