Local Privacy and Statistical Minimax Rates. Duchi, J. C., Jordan, M. I., & Wainwright, M. J. In focs13, pages 429–438, 2013. IEEE Computer Society. Full version at ˘rlhttps://arxiv.org/abs/1302.3203.
[DJW13] Lower bounds on parameter estimation for several families of distributions under LDP constraints, via strong data processing inequalities (SDPI) and a locally private version of Le Cam, Fano, and Assouad's lemmata. Results apply to the one-dimensional setting, and in high dimensions for noninteractive protocols.

bibtex   
@inproceedings{DJW13:FOCS,
  author    = {John C. Duchi and
               Michael I. Jordan and
               Martin J. Wainwright},
  title     = {Local Privacy and Statistical Minimax Rates},
  booktitle = focs13,
  pages     = {429--438},
  publisher = {{IEEE} Computer Society},
  year      = {2013},
  note = {Full version at \url{https://arxiv.org/abs/1302.3203}.},
  bibbase_note = {<div class="well well-small bibbase"><span class="bluecite">[DJW13]</span> Lower bounds on parameter estimation for several families of distributions under LDP constraints, via strong data processing inequalities (SDPI) and a locally private version of Le Cam, Fano, and Assouad's lemmata. Results apply to the one-dimensional setting, and in high dimensions for noninteractive protocols.</div>}
}

Downloads: 0