Semi-supervised Learning based on Distributionally Robust Optimization

28 February 2017

Papers citing "Semi-supervised Learning based on Distributionally Robust Optimization"

7 / 7 papers shown

Title
An Inexact Halpern Iteration with Application to Distributionally Robust Optimization Ling Liang Kim-Chuan Toh Jia Jie Zhu 27 4 0 08 Feb 2024
A Unified Wasserstein Distributional Robustness Framework for Adversarial Training Tu Bui Trung Le Quan Hung Tran He Zhao Dinh Q. Phung AAML OOD 31 42 0 27 Feb 2022
Sinkhorn Distributionally Robust Optimization Jie Wang Rui Gao Yao Xie 46 35 0 24 Sep 2021
Stochastic Bias-Reduced Gradient Methods Hilal Asi Y. Carmon A. Jambulapati Yujia Jin Aaron Sidford 21 29 0 17 Jun 2021
Unbiased Gradient Estimation for Distributionally Robust Learning Soumyadip Ghosh M. Squillante OOD 21 7 0 22 Dec 2020
Robustness to Adversarial Perturbations in Learning from Incomplete Data Amir Najafi S. Maeda Masanori Koyama Takeru Miyato OOD 16 129 0 24 May 2019
Sample Out-Of-Sample Inference Based on Wasserstein Distance Jose H. Blanchet Yang Kang 28 35 0 04 May 2016