Multivariate density estimation from privatised data: universal
consistency and minimax rates

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Multivariate density estimation from privatised data: universal consistency and minimax rates

27 July 2021

László Gyorfi

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Papers citing "Multivariate density estimation from privatised data: universal consistency and minimax rates"

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Title
Strongly universally consistent nonparametric regression and classification with privatised data Thomas B. Berrett László Gyorfi Harro Walk 40 16 0 31 Oct 2020
Classification under local differential privacy Thomas B. Berrett C. Butucea 47 13 0 10 Dec 2019
Elliptical Perturbations for Differential Privacy M. Reimherr Jordan Awan 37 12 0 23 May 2019
Local differential privacy: Elbow effect in optimal density estimation and adaptation over Besov ellipsoids C. Butucea A. Dubois Martin Kroll Adrien Saumard 68 44 0 05 Mar 2019
Minimax Optimal Procedures for Locally Private Estimation John C. Duchi Martin J. Wainwright Michael I. Jordan 73 435 0 08 Apr 2016
A statistical framework for differential privacy Larry A. Wasserman Shuheng Zhou 105 485 0 16 Nov 2008