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Locally private online change point detection

22 May 2021

Papers citing "Locally private online change point detection"

21 / 21 papers shown

Title
Optimal network online change point localisation Yi Yu Oscar Hernan Madrid Padilla Daren Wang Alessandro Rinaldo 54 15 0 14 Jan 2021
A review on minimax rates in change point detection and localisation Yi Yu 48 19 0 03 Nov 2020
Strongly universally consistent nonparametric regression and classification with privatised data Thomas B. Berrett László Gyorfi Harro Walk 35 16 0 31 Oct 2020
Optimal Change-Point Detection and Localization Nicolas Verzélen M. Fromont M. Lerasle Patricia Reynaud-Bouret 58 45 0 22 Oct 2020
A Note on Online Change Point Detection Yi Yu Oscar Hernan Madrid Padilla Daren Wang Alessandro Rinaldo 38 22 0 05 Jun 2020
Locally private non-asymptotic testing of discrete distributions is faster using interactive mechanisms Thomas B. Berrett C. Butucea 44 35 0 26 May 2020
Classification under local differential privacy Thomas B. Berrett C. Butucea 42 13 0 10 Dec 2019
Optimal nonparametric multivariate change point detection and localization Oscar Hernan Madrid Padilla Yi Yu Daren Wang Alessandro Rinaldo 52 39 0 29 Oct 2019
Privately detecting changes in unknown distributions Rachel Cummings Sara Krehbiel Yuliia Lut Wanrong Zhang OOD 36 11 0 03 Oct 2019
Towards Formalizing the GDPR's Notion of Singling Out A. Cohen Kobbi Nissim 64 84 0 12 Apr 2019
Local differential privacy: Elbow effect in optimal density estimation and adaptation over Besov ellipsoids C. Butucea A. Dubois Martin Kroll Adrien Saumard 63 44 0 05 Mar 2019
Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity Ulfar Erlingsson Vitaly Feldman Ilya Mironov A. Raghunathan Kunal Talwar Abhradeep Thakurta 186 427 0 29 Nov 2018
The Structure of Optimal Private Tests for Simple Hypotheses C. Canonne Gautam Kamath Audra McMillan Adam D. Smith Jonathan R. Ullman 61 75 0 27 Nov 2018
Differentially Private Change-Point Detection Rachel Cummings Sara Krehbiel Y. Mei Rui Tuo Wanrong Zhang 40 30 0 29 Aug 2018
The Right Complexity Measure in Locally Private Estimation: It is not the Fisher Information John C. Duchi Feng Ruan 69 50 0 14 Jun 2018
Local Differential Privacy for Evolving Data Matthew Joseph Aaron Roth Jonathan R. Ullman Bo Waggoner 88 87 0 20 Feb 2018
Empirical Risk Minimization in Non-interactive Local Differential Privacy: Efficiency and High Dimensional Case Di Wang Marco Gaboardi Jinhui Xu 89 61 0 12 Feb 2018
Collecting Telemetry Data Privately Bolin Ding Janardhan Kulkarni Sergey Yekhanin 55 686 0 05 Dec 2017
Privacy Loss in Apple's Implementation of Differential Privacy on MacOS 10.12 Jun Tang Aleksandra Korolova Xiaolong Bai Xueqiang Wang Xiaofeng Wang 42 290 0 08 Sep 2017
Minimax Optimal Procedures for Locally Private Estimation John C. Duchi Martin J. Wainwright Michael I. Jordan 73 435 0 08 Apr 2016
RAPPOR: Randomized Aggregatable Privacy-Preserving Ordinal Response Ulfar Erlingsson Vasyl Pihur Aleksandra Korolova 96 1,992 0 25 Jul 2014