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Understanding Generalization in Adversarial Training via the
  Bias-Variance Decomposition
v1v2 (latest)

Understanding Generalization in Adversarial Training via the Bias-Variance Decomposition

17 March 2021
Yaodong Yu
Zitong Yang
Yan Sun
Jacob Steinhardt
Yi-An Ma
ArXiv (abs)PDFHTML

Papers citing "Understanding Generalization in Adversarial Training via the Bias-Variance Decomposition"

3 / 3 papers shown
Title
Randomized Adversarial Training via Taylor Expansion
Randomized Adversarial Training via Taylor Expansion
Gao Jin
Xinping Yi
Dengyu Wu
Ronghui Mu
Xiaowei Huang
AAML
111
37
0
19 Mar 2023
Robustness and Accuracy Could Be Reconcilable by (Proper) Definition
Robustness and Accuracy Could Be Reconcilable by (Proper) Definition
Tianyu Pang
Min Lin
Xiao Yang
Junyi Zhu
Shuicheng Yan
120
124
0
21 Feb 2022
RobustBench: a standardized adversarial robustness benchmark
RobustBench: a standardized adversarial robustness benchmark
Francesco Croce
Maksym Andriushchenko
Vikash Sehwag
Edoardo Debenedetti
Nicolas Flammarion
M. Chiang
Prateek Mittal
Matthias Hein
VLM
350
707
0
19 Oct 2020
1