Differentially Private Learning with Margin Guarantees

Raef Bassily, Mehryar Mohri, Ananda Theertha Suresh. Differentially Private Learning with Margin Guarantees. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

@inproceedings{BassilyMS22,
  title = {Differentially Private Learning with Margin Guarantees},
  author = {Raef Bassily and Mehryar Mohri and Ananda Theertha Suresh},
  year = {2022},
  url = {http://papers.nips.cc/paper_files/paper/2022/hash/cf8353a0efc3644454a5591a7cb55c17-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/BassilyMS22},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022},
  editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh},
  isbn = {9781713871088},
}