Differentially Private Learning with Adaptive Clipping

Galen Andrew, Om Thakkar 0001, Brendan McMahan, Swaroop Ramaswamy. Differentially Private Learning with Adaptive Clipping. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 17455-17466, 2021. [doi]

@inproceedings{AndrewTMR21,
  title = {Differentially Private Learning with Adaptive Clipping},
  author = {Galen Andrew and Om Thakkar 0001 and Brendan McMahan and Swaroop Ramaswamy},
  year = {2021},
  url = {https://proceedings.neurips.cc/paper/2021/hash/91cff01af640a24e7f9f7a5ab407889f-Abstract.html},
  researchr = {https://researchr.org/publication/AndrewTMR21},
  cites = {0},
  citedby = {0},
  pages = {17455-17466},
  booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual},
  editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan},
}