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
{"_id":"anSzCtqqgqXFR7JCG","bibbaseid":"duchi-jordan-wainwright-localprivacyandstatisticalminimaxrates-2013","authorIDs":[],"author_short":["Duchi, J. C.","Jordan, M. I.","Wainwright, M. J."],"bibdata":{"bibtype":"inproceedings","type":"inproceedings","author":[{"firstnames":["John","C."],"propositions":[],"lastnames":["Duchi"],"suffixes":[]},{"firstnames":["Michael","I."],"propositions":[],"lastnames":["Jordan"],"suffixes":[]},{"firstnames":["Martin","J."],"propositions":[],"lastnames":["Wainwright"],"suffixes":[]}],"title":"Local Privacy and Statistical Minimax Rates","booktitle":"focs13","pages":"429–438","publisher":"IEEE Computer Society","year":"2013","note":"Full version at ˘rlhttps://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>","bibtex":"@inproceedings{DJW13:FOCS,\n author = {John C. Duchi and\n Michael I. Jordan and\n Martin J. Wainwright},\n title = {Local Privacy and Statistical Minimax Rates},\n booktitle = focs13,\n pages = {429--438},\n publisher = {{IEEE} Computer Society},\n year = {2013},\n note = {Full version at \\url{https://arxiv.org/abs/1302.3203}.},\n 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>}\n}\n\n","author_short":["Duchi, J. C.","Jordan, M. I.","Wainwright, M. J."],"key":"DJW13:FOCS","id":"DJW13:FOCS","bibbaseid":"duchi-jordan-wainwright-localprivacyandstatisticalminimaxrates-2013","role":"author","urls":{},"metadata":{"authorlinks":{}},"downloads":0,"html":""},"bibtype":"inproceedings","biburl":"http://www.cs.columbia.edu/~ccanonne/tutorial-focs2020/publications-annotated.bib","creationDate":"2019-07-11T17:45:21.736Z","downloads":0,"keywords":[],"search_terms":["local","privacy","statistical","minimax","rates","duchi","jordan","wainwright"],"title":"Local Privacy and Statistical Minimax Rates","year":2013,"dataSources":["EYbwRcMzLdr2qsboR"]}