Subset-Based Instance Optimality in Private Estimation

Travis Dick, Alex Kulesza, Ziteng Sun, Ananda Theertha Suresh. Subset-Based Instance Optimality in Private Estimation. 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 7992-8014, PMLR, 2023. [doi]

@inproceedings{DickKSS23,
  title = {Subset-Based Instance Optimality in Private Estimation},
  author = {Travis Dick and Alex Kulesza and Ziteng Sun and Ananda Theertha Suresh},
  year = {2023},
  url = {https://proceedings.mlr.press/v202/dick23a.html},
  researchr = {https://researchr.org/publication/DickKSS23},
  cites = {0},
  citedby = {0},
  pages = {7992-8014},
  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},
}