On the Convergence and Robustness of Adversarial Training

Yisen Wang, Xingjun Ma, James Bailey 0001, Jinfeng Yi, Bowen Zhou, Quanquan Gu. On the Convergence and Robustness of Adversarial Training. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 6586-6595, PMLR, 2019. [doi]

@inproceedings{WangM0YZG19,
  title = {On the Convergence and Robustness of Adversarial Training},
  author = {Yisen Wang and Xingjun Ma and James Bailey 0001 and Jinfeng Yi and Bowen Zhou and Quanquan Gu},
  year = {2019},
  url = {http://proceedings.mlr.press/v97/wang19i.html},
  researchr = {https://researchr.org/publication/WangM0YZG19},
  cites = {0},
  citedby = {0},
  pages = {6586-6595},
  booktitle = {Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA},
  editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov},
  volume = {97},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}