Improved Generalization Bounds for Adversarially Robust Learning

4 October 2018

Papers citing "Improved Generalization Bounds for Adversarially Robust Learning"

6 / 6 papers shown

Title
Sample Compression Scheme Reductions Idan Attias Steve Hanneke Arvind Ramaswami MQ 23 1 0 16 Oct 2024
Uniformly Stable Algorithms for Adversarial Training and Beyond Jiancong Xiao Jiawei Zhang Zhimin Luo Asuman Ozdaglar AAML 35 0 0 03 May 2024
Stability Analysis and Generalization Bounds of Adversarial Training Jiancong Xiao Yanbo Fan Ruoyu Sun Jue Wang Zhimin Luo AAML 16 30 0 03 Oct 2022
Fat-Shattering Dimension of $k$ -fold Aggregations Idan Attias A. Kontorovich 21 2 0 10 Oct 2021
Adversarial examples from computational constraints Sébastien Bubeck Eric Price Ilya P. Razenshteyn AAML 60 230 0 25 May 2018
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 256 3,108 0 04 Nov 2016