Private estimation algorithms for stochastic block models and mixture models

11 January 2023

Papers citing "Private estimation algorithms for stochastic block models and mixture models"

7 / 7 papers shown

Title
On the Price of Differential Privacy for Spectral Clustering over Stochastic Block Models Antti Koskela Mohamed Seif Andrea J. Goldsmith 26 1 0 09 May 2025
Differentially private exact recovery for stochastic block models Dung Nguyen Anil Vullikanti 40 2 0 04 Jun 2024
Private Online Community Detection for Censored Block Models Mohamed Seif Liyan Xie Andrea J. Goldsmith H. Vincent Poor 28 1 0 09 May 2024
Private Distribution Learning with Public Data: The View from Sample Compression Shai Ben-David Alex Bie C. Canonne Gautam Kamath Vikrant Singhal 42 11 0 11 Aug 2023
Polynomial Time and Private Learning of Unbounded Gaussian Mixture Models Jamil Arbas H. Ashtiani Christopher Liaw 40 23 0 07 Mar 2023
Differentially-Private Hierarchical Clustering with Provable Approximation Guarantees Jacob Imola Alessandro Epasto Mohammad Mahdian Vincent Cohen-Addad Vahab Mirrokni 22 4 0 31 Jan 2023
SoS Degree Reduction with Applications to Clustering and Robust Moment Estimation David Steurer Stefan Tiegel 24 10 0 05 Jan 2021