On Differentially Private Stochastic Convex Optimization with Heavy-tailed Data

Di Wang 0015, Hanshen Xiao, Srinivas Devadas, Jinhui Xu 0001. On Differentially Private Stochastic Convex Optimization with Heavy-tailed Data. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 10081-10091, PMLR, 2020. [doi]

@inproceedings{0015XD020,
  title = {On Differentially Private Stochastic Convex Optimization with Heavy-tailed Data},
  author = {Di Wang 0015 and Hanshen Xiao and Srinivas Devadas and Jinhui Xu 0001},
  year = {2020},
  url = {http://proceedings.mlr.press/v119/wang20y.html},
  researchr = {https://researchr.org/publication/0015XD020},
  cites = {0},
  citedby = {0},
  pages = {10081-10091},
  booktitle = {Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event},
  volume = {119},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}