Scalable Differentially Private Clustering via Hierarchically Separated
Trees

Scalable Differentially Private Clustering via Hierarchically Separated Trees

17 June 2022

Vincent Cohen-Addad

Alessandro Epasto

Silvio Lattanzi

Vahab Mirrokni

Chris Schwiegelshohn

Sergei Vassilvitskii

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Papers citing "Scalable Differentially Private Clustering via Hierarchically Separated Trees"

7 / 7 papers shown

Title
Private Training & Data Generation by Clustering Embeddings Felix Y. Zhou Samson Zhou Vahab Mirrokni Alessandro Epasto Vincent Cohen-Addad 7 0 0 20 Jun 2025
Clustering and Median Aggregation Improve Differentially Private Inference Kareem Amin Salman Avestimehr Sara Babakniya Alex Bie Weiwei Kong Natalia Ponomareva Umar Syed 89 1 0 05 Jun 2025
Differentially Private Densest- $k$ -Subgraph Alireza Khayatian Anil Vullikanti Aritra Konar 72 0 0 06 May 2025
Differentially Private Clustering in Data Streams Alessandro Epasto Tamalika Mukherjee Peilin Zhong 55 2 0 14 Jul 2023
Differential Privacy for Clustering Under Continual Observation Max Dupré la Tour Monika Henzinger David Saulpic 50 1 0 07 Jul 2023
Differentially-Private Hierarchical Clustering with Provable Approximation Guarantees Jacob Imola Alessandro Epasto Mohammad Mahdian Vincent Cohen-Addad Vahab Mirrokni 93 4 0 31 Jan 2023
Differentially Private Partial Set Cover with Applications to Facility Location George Z. Li Dung Nguyen A. Vullikanti 50 6 0 21 Jul 2022