Ludwig Schmidt, Shibani Santurkar, Dimitris Tsipras, Kunal Talwar, Aleksander Madry. Adversarially Robust Generalization Requires More Data. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 5019-5031, 2018. [doi]
@inproceedings{SchmidtSTTM18,
title = {Adversarially Robust Generalization Requires More Data},
author = {Ludwig Schmidt and Shibani Santurkar and Dimitris Tsipras and Kunal Talwar and Aleksander Madry},
year = {2018},
url = {http://papers.nips.cc/paper/7749-adversarially-robust-generalization-requires-more-data},
researchr = {https://researchr.org/publication/SchmidtSTTM18},
cites = {0},
citedby = {0},
pages = {5019-5031},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada},
editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicolò Cesa-Bianchi and Roman Garnett},
}