Multi-Task Differential Privacy Under Distribution Skew

Walid Krichene, Prateek Jain 0002, Shuang Song 0001, Mukund Sundararajan, Abhradeep Guha Thakurta, Li Zhang 0001. Multi-Task Differential Privacy Under Distribution Skew. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 17784-17807, PMLR, 2023. [doi]

@inproceedings{Krichene00ST023,
  title = {Multi-Task Differential Privacy Under Distribution Skew},
  author = {Walid Krichene and Prateek Jain 0002 and Shuang Song 0001 and Mukund Sundararajan and Abhradeep Guha Thakurta and Li Zhang 0001},
  year = {2023},
  url = {https://proceedings.mlr.press/v202/krichene23a.html},
  researchr = {https://researchr.org/publication/Krichene00ST023},
  cites = {0},
  citedby = {0},
  pages = {17784-17807},
  booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA},
  editor = {Andreas Krause 0001 and Emma Brunskill and KyungHyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett},
  volume = {202},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}