Certifying Some Distributional Robustness with Principled Adversarial Training

Aman Sinha, Hongseok Namkoong, John C. Duchi. Certifying Some Distributional Robustness with Principled Adversarial Training. In 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings. OpenReview.net, 2018. [doi]

@inproceedings{SinhaND18,
  title = {Certifying Some Distributional Robustness with Principled Adversarial Training},
  author = {Aman Sinha and Hongseok Namkoong and John C. Duchi},
  year = {2018},
  url = {https://openreview.net/forum?id=Hk6kPgZA-},
  researchr = {https://researchr.org/publication/SinhaND18},
  cites = {0},
  citedby = {0},
  booktitle = {6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
  publisher = {OpenReview.net},
}