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.
[DJW18] Results and techniques similar to those of [DJW13].

bibtex   
@article {DJW17,
    AUTHOR = {Duchi, John C. and Jordan, Michael I. and Wainwright, Martin
              J.},
     TITLE = {Minimax optimal procedures for locally private estimation},
   JOURNAL = {J. Amer. Statist. Assoc.},
  FJOURNAL = {Journal of the American Statistical Association},
    VOLUME = {113},
      YEAR = {2018},
    NUMBER = {521},
     PAGES = {182--201},
      ISSN = {0162-1459},
   MRCLASS = {62C20 (62B10 62D05 62G07 62J12)},
  MRNUMBER = {3803452},
  bibbase_note = {<div class="well well-small bibbase"><span class="bluecite">[DJW18]</span> Results and techniques similar to those of [DJW13].</div>}
}

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