Efficient Privacy-Preserving Stochastic Nonconvex Optimization

Lingxiao Wang 0001, Bargav Jayaraman, David Evans 0001, Quanquan Gu. Efficient Privacy-Preserving Stochastic Nonconvex Optimization. In Robin J. Evans 0002, Ilya Shpitser, editors, Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA. Volume 216 of Proceedings of Machine Learning Research, pages 2203-2213, PMLR, 2023. [doi]

@inproceedings{0001J0G23,
  title = {Efficient Privacy-Preserving Stochastic Nonconvex Optimization},
  author = {Lingxiao Wang 0001 and Bargav Jayaraman and David Evans 0001 and Quanquan Gu},
  year = {2023},
  url = {https://proceedings.mlr.press/v216/wang23b.html},
  researchr = {https://researchr.org/publication/0001J0G23},
  cites = {0},
  citedby = {0},
  pages = {2203-2213},
  booktitle = {Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA},
  editor = {Robin J. Evans 0002 and Ilya Shpitser},
  volume = {216},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}