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Privacy and statistical minimax: quantitative tradeoffs

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Post-edited
Authors : Wainwright, Martin (Author of the conference)
CIRM (Publisher )

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privacy mechanism local differential privacy discolure risk Laplacian mechanism statistical minimax with privacy location estimation total variation contraction non-parametric density estimation Sobolev smoothness class nonparametric deconvolution metric entropy mutual information and Fano's inequality mutual information contraction
Abstract :
MSC Codes :
62C20 - Minimax procedures
 62G07 - Density estimation
 94Axx - Communication, information
    Information on the Video

    Film maker : Hennenfent, Guillaume
    Language : English
    Available date : 29/04/14
    Conference Date : 10/12/13
    Subseries : Research talks
    arXiv category : Statistics Theory
    Mathematical Area(s) : Probability & Statistics
    Format : QuickTime (.mov) Video Time : 00:49:29
    Targeted Audience : Researchers
    Download : https://videos.cirm-math.fr/2013-12-10_Wainwright.mp4
Information on the Event

Event Title : Meeting on mathematical statistics / Rencontres de statistique mathématique
Event Organizers : Pouet, Christophe ; Reiss, Markus ; Rigollet, Philippe
Dates : 09/12/13 - 13/12/13
Event Year : 2013

Citation Data

DOI : 10.24350/CIRM.V.18491603
Cite this video as: Wainwright, Martin (2013). Privacy and statistical minimax: quantitative tradeoffs. CIRM. Audiovisual resource. doi:10.24350/CIRM.V.18491603
URI : http://dx.doi.org/10.24350/CIRM.V.18491603

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