Consistent Spectral Clustering of Network Block Models under Local
Differential Privacy

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Consistent Spectral Clustering of Network Block Models under Local Differential Privacy

26 May 2021

Aleksandra B. Slavkovic

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Papers citing "Consistent Spectral Clustering of Network Block Models under Local Differential Privacy"

16 / 16 papers shown

Title
Locally Differentially Private Analysis of Graph Statistics Jacob Imola Takao Murakami Kamalika Chaudhuri 125 96 0 17 Oct 2020
A Review of Stochastic Block Models and Extensions for Graph Clustering Clement Lee D. Wilkinson 73 201 0 01 Mar 2019
Statistical inference on random dot product graphs: a survey A. Athreya D. E. Fishkind Keith D. Levin V. Lyzinski Youngser Park Yichen Qin D. Sussman M. Tang Joshua T. Vogelstein Carey E. Priebe 146 249 0 16 Sep 2017
Community Detection and Stochastic Block Models Emmanuel Abbe 138 1,200 0 29 Mar 2017
Convexified Modularity Maximization for Degree-corrected Stochastic Block Models Yudong Chen Xiaodong Li Jiaming Xu 100 115 0 28 Dec 2015
Sharing Social Network Data: Differentially Private Estimation of Exponential-Family Random Graph Models Vishesh Karwa P. Krivitsky Aleksandra B. Slavkovic 68 56 0 09 Nov 2015
Covariate-assisted spectral clustering Norbert Binkiewicz Joshua T. Vogelstein Karl Rohe 71 153 0 08 Nov 2014
Consistency of spectral clustering in stochastic block models Jing Lei Alessandro Rinaldo 196 607 0 07 Dec 2013
Impact of regularization on Spectral Clustering Antony Joseph Bin Yu 150 164 0 05 Dec 2013
Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel Tai Qin Karl Rohe 131 303 0 16 Sep 2013
Iterative Constructions and Private Data Release Anupam Gupta Aaron Roth Jonathan R. Ullman 96 208 0 19 Jul 2011
Spectral clustering and the high-dimensional stochastic blockmodel Karl Rohe S. Chatterjee Bin Yu 271 936 0 09 Jul 2010
A statistical framework for differential privacy Larry A. Wasserman Shuheng Zhou 136 486 0 16 Nov 2008
What Can We Learn Privately? S. Kasiviswanathan Homin K. Lee Kobbi Nissim Sofya Raskhodnikova Adam D. Smith 137 1,474 0 06 Mar 2008
A Tutorial on Spectral Clustering U. V. Luxburg 290 10,544 0 01 Nov 2007
Mixed membership stochastic blockmodels E. Airoldi David M. Blei S. Fienberg Eric Xing 511 2,122 0 30 May 2007