Inductive Bias of Gradient Descent based Adversarial Training on
Separable Data

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Inductive Bias of Gradient Descent based Adversarial Training on Separable Data

7 June 2019

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Papers citing "Inductive Bias of Gradient Descent based Adversarial Training on Separable Data"

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Title
On robust overfitting: adversarial training induced distribution matters Runzhi Tian Yongyi Mao OOD 71 1 0 28 Nov 2023
Adversarial robustness of sparse local Lipschitz predictors Ramchandran Muthukumar Jeremias Sulam AAML 92 13 0 26 Feb 2022
Learning to be adversarially robust and differentially private Jamie Hayes Borja Balle M. P. Kumar FedML 62 5 0 06 Jan 2022
ARCH: Efficient Adversarial Regularized Training with Caching Simiao Zuo Chen Liang Haoming Jiang Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen T. Zhao AAML 67 3 0 15 Sep 2021
Implicit Regularization of Bregman Proximal Point Algorithm and Mirror Descent on Separable Data Yan Li Caleb Ju Ethan X. Fang T. Zhao 53 9 0 15 Aug 2021
Advances in adversarial attacks and defenses in computer vision: A survey Naveed Akhtar Ajmal Mian Navid Kardan M. Shah AAML 157 241 0 01 Aug 2021
Improved OOD Generalization via Adversarial Training and Pre-training Mingyang Yi Lu Hou Jiacheng Sun Lifeng Shang Xin Jiang Qun Liu Zhi-Ming Ma VLM 72 84 0 24 May 2021
Provable Robustness of Adversarial Training for Learning Halfspaces with Noise Difan Zou Spencer Frei Quanquan Gu 56 13 0 19 Apr 2021
Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach Simiao Zuo Chen Liang Haoming Jiang Xiaodong Liu Pengcheng He Jianfeng Gao Weizhu Chen T. Zhao 116 9 0 11 Apr 2021
Understanding Generalization in Adversarial Training via the Bias-Variance Decomposition Yaodong Yu Zitong Yang Yan Sun Jacob Steinhardt Yi-An Ma 54 17 0 17 Mar 2021
Adversarial Robustness of Supervised Sparse Coding Jeremias Sulam Ramchandran Muthumukar R. Arora AAML 70 23 0 22 Oct 2020
Adversarial Examples Improve Image Recognition Cihang Xie Mingxing Tan Boqing Gong Jiang Wang Alan Yuille Quoc V. Le AAML 162 567 0 21 Nov 2019