Precise Tradeoffs in Adversarial Training for Linear Regression

Adel Javanmard, Mahdi Soltanolkotabi, Hamed Hassani. Precise Tradeoffs in Adversarial Training for Linear Regression. In Jacob D. Abernethy, Shivani Agarwal 0001, editors, Conference on Learning Theory, COLT 2020, 9-12 July 2020, Virtual Event [Graz, Austria]. Volume 125 of Proceedings of Machine Learning Research, pages 2034-2078, PMLR, 2020. [doi]

@inproceedings{JavanmardSH20,
  title = {Precise Tradeoffs in Adversarial Training for Linear Regression},
  author = {Adel Javanmard and Mahdi Soltanolkotabi and Hamed Hassani},
  year = {2020},
  url = {http://proceedings.mlr.press/v125/javanmard20a.html},
  researchr = {https://researchr.org/publication/JavanmardSH20},
  cites = {0},
  citedby = {0},
  pages = {2034-2078},
  booktitle = {Conference on Learning Theory, COLT 2020, 9-12 July 2020, Virtual Event [Graz, Austria]},
  editor = {Jacob D. Abernethy and Shivani Agarwal 0001},
  volume = {125},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}