Differentially Private Clustering in Data Streams

14 July 2023

Papers citing "Differentially Private Clustering in Data Streams"

8 / 8 papers shown

Title
Differential Privacy for Clustering Under Continual Observation Max Dupré la Tour Monika Henzinger David Saulpic 38 1 0 07 Jul 2023
Scalable Differentially Private Clustering via Hierarchically Separated Trees Vincent Cohen-Addad Alessandro Epasto Silvio Lattanzi Vahab Mirrokni Andrés Muñoz David Saulpic Chris Schwiegelshohn Sergei Vassilvitskii FedML 34 15 0 17 Jun 2022
Towards Optimal Lower Bounds for k-median and k-means Coresets Vincent Cohen-Addad Kasper Green Larsen David Saulpic Chris Schwiegelshohn 36 50 0 25 Feb 2022
Differentially-Private Clustering of Easy Instances E. Cohen Haim Kaplan Yishay Mansour Uri Stemmer Eliad Tsfadia 52 23 0 29 Dec 2021
Differentially-Private Sublinear-Time Clustering Jeremiah Blocki Elena Grigorescu Tamalika Mukherjee 23 6 0 27 Dec 2021
Locally Private k-Means in One Round Alisa Chang Badih Ghazi Ravi Kumar Pasin Manurangsi 57 31 0 20 Apr 2021
Differentially Private Clustering: Tight Approximation Ratios Badih Ghazi Ravi Kumar Pasin Manurangsi 47 53 0 18 Aug 2020
A Unified Framework for Approximating and Clustering Data Dan Feldman M. Langberg 135 457 0 07 Jun 2011