Minimax optimal procedures for locally private estimation. Duchi, J. C., Jordan, M. I., & Wainwright, M. J. J. Amer. Statist. Assoc., 113(521):182–201, 2018.
bibtex   
@article{DuchiJW18,
  author =        {Duchi, John C. and Jordan, Michael I. and
                   Wainwright, Martin J.},
  journal =       {J. Amer. Statist. Assoc.},
  number =        {521},
  pages =         {182--201},
  title =         {Minimax optimal procedures for locally private
                   estimation},
  volume =        {113},
  year =          {2018},
  issn =          {0162-1459},
}

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