Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz Regularization

Mahyar Fazlyab, Taha Entesari, Aniket Roy, Rama Chellappa. Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz Regularization. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

@inproceedings{FazlyabERC23,
  title = {Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz Regularization},
  author = {Mahyar Fazlyab and Taha Entesari and Aniket Roy and Rama Chellappa},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/6c7ca1889f01a9b767c631686fb5fd24-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/FazlyabERC23},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
  editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}