Differentially Private Nonparametric Regression Under a Growth Condition

Noah Golowich. Differentially Private Nonparametric Regression Under a Growth Condition. In Mikhail Belkin, Samory Kpotufe, editors, Conference on Learning Theory, COLT 2021, 15-19 August 2021, Boulder, Colorado, USA. Volume 134 of Proceedings of Machine Learning Research, pages 2149-2192, PMLR, 2021. [doi]

@inproceedings{Golowich21-0,
  title = {Differentially Private Nonparametric Regression Under a Growth Condition},
  author = {Noah Golowich},
  year = {2021},
  url = {http://proceedings.mlr.press/v134/golowich21a.html},
  researchr = {https://researchr.org/publication/Golowich21-0},
  cites = {0},
  citedby = {0},
  pages = {2149-2192},
  booktitle = {Conference on Learning Theory, COLT 2021, 15-19 August 2021, Boulder, Colorado, USA},
  editor = {Mikhail Belkin and Samory Kpotufe},
  volume = {134},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}