Differentially Private Change-Point Detection

Differentially Private Change-Point Detection

29 August 2018

Rachel Cummings

ArXiv (abs)PDF HTML

Papers citing "Differentially Private Change-Point Detection"

15 / 15 papers shown

Title
Private Online Community Detection for Censored Block Models Mohamed Seif Liyan Xie Andrea J. Goldsmith H. Vincent Poor 68 1 0 09 May 2024
Sequential change detection via backward confidence sequences S. Shekhar Aaditya Ramdas BDL 89 6 0 06 Feb 2023
Private Sequential Hypothesis Testing for Statisticians: Privacy, Error Rates, and Sample Size Wanrong Zhang Y. Mei Rachel Cummings 86 0 0 10 Apr 2022
Private High-Dimensional Hypothesis Testing Shyam Narayanan FedML 87 12 0 03 Mar 2022
Unsupervised Change Detection using DRE-CUSUM Sudarshan Adiga Ravi Tandon AI4TS 56 3 0 27 Jan 2022
The power of private likelihood-ratio tests for goodness-of-fit in frequency tables Emanuele Dolera Stefano Favaro 40 1 0 20 Sep 2021
Locally private online change point detection Thomas B. Berrett Yi Yu 61 13 0 22 May 2021
Sequential (Quickest) Change Detection: Classical Results and New Directions Liyan Xie Shaofeng Zou Yao Xie Venugopal V. Veeravalli AI4TS 83 100 0 09 Apr 2021
A Primer on Private Statistics Gautam Kamath Jonathan R. Ullman 110 48 0 30 Apr 2020
Can Two Walk Together: Privacy Enhancing Methods and Preventing Tracking of Users M. Naor Neil Vexler FedML 72 7 0 06 Apr 2020
Advances and Open Problems in Federated Learning Peter Kairouz H. B. McMahan Brendan Avent A. Bellet M. Bennis ... Zheng Xu Qiang Yang Felix X. Yu Han Yu Sen Zhao FedML AI4CE 296 6,335 0 10 Dec 2019
Privately detecting changes in unknown distributions Rachel Cummings Sara Krehbiel Yuliia Lut Wanrong Zhang OOD 77 11 0 03 Oct 2019
Learning in Volatile Environments with the Bayes Factor Surprise Vasiliki Liakoni Alireza Modirshanechi W. Gerstner Johanni Brea 51 2 0 05 Jul 2019
Private Identity Testing for High-Dimensional Distributions C. Canonne Gautam Kamath Audra McMillan Jonathan R. Ullman Lydia Zakynthinou 142 38 0 28 May 2019
The Structure of Optimal Private Tests for Simple Hypotheses C. Canonne Gautam Kamath Audra McMillan Adam D. Smith Jonathan R. Ullman 82 75 0 27 Nov 2018