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A Review of Stochastic Block Models and Extensions for Graph Clustering

1 March 2019

Papers citing "A Review of Stochastic Block Models and Extensions for Graph Clustering"

21 / 21 papers shown

Title
A Dirichlet stochastic block model for composition-weighted networks Iuliia Promskaia Adrian O'Hagan Michael Fop 57 1 0 01 Aug 2024
Online Bayesian changepoint detection for network Poisson processes with community structure Joshua Corneck Edward A. K. Cohen James S. Martin Francesco Sanna Passino 3DPC 40 2 0 04 Jul 2024
Impact of network topology on the performance of Decentralized Federated Learning Luigi Palmieri Chiara Boldrini Lorenzo Valerio A. Passarella M. Conti 105 8 0 28 Feb 2024
Restricted Tweedie Stochastic Block Models Jie Jian Mu Zhu Peijun Sang 132 0 0 17 Oct 2023
General Covariance-Based Conditions for Central Limit Theorems with Dependent Triangular Arrays Arun G. Chandrasekhar M. Jackson Tyler H. McCormick Vydhourie Thiyageswaran 67 1 0 24 Aug 2023
Semiparametric Modeling and Analysis for Longitudinal Network Data Yinqiu He Jiajin Sun Yuang Tian Z. Ying Yang Feng 87 1 0 23 Aug 2023
The effect of network topologies on fully decentralized learning: a preliminary investigation Luigi Palmieri Lorenzo Valerio Chiara Boldrini A. Passarella 65 9 0 29 Jul 2023
A Bayesian Nonparametric Stochastic Block Model for Directed Acyclic Graphs Clement D Lee Marco Battiston 80 0 0 18 Jan 2023
flow-based clustering and spectral clustering: a comparison Y. SarcheshmehPour Yu Tian Linli Zhang A. Jung 36 2 0 20 Jun 2022
Sparse Subspace Clustering in Diverse Multiplex Network Model M. Noroozi Marianna Pensky 87 9 0 15 Jun 2022
Using Embeddings for Causal Estimation of Peer Influence in Social Networks Irina Cristali Victor Veitch CML 68 12 0 17 May 2022
Synthetic Graph Generation to Benchmark Graph Learning Anton Tsitsulin Benedek Rozemberczki John Palowitch Bryan Perozzi 121 29 0 04 Apr 2022
Predicting Voting Outcomes in the Presence of Communities, Echo Chambers and Multiple Parties Jacques Bara Omer Lev P. Turrini 56 6 0 08 Feb 2022
Identifying bias in cluster quality metrics Martí Renedo-Mirambell A. Arratia 59 3 0 12 Dec 2021
Partition and Code: learning how to compress graphs Giorgos Bouritsas Andreas Loukas Nikolaos Karalias M. Bronstein 83 13 0 05 Jul 2021
Alignment and Comparison of Directed Networks via Transition Couplings of Random Walks Bongsoo Yi Kevin O'Connor K. Mcgoff A. Nobel OT 67 3 0 13 Jun 2021
Consistent Spectral Clustering of Network Block Models under Local Differential Privacy J. Hehir Aleksandra B. Slavkovic Xiaoyue Niu 59 9 0 26 May 2021
What are higher-order networks? C. Bick Elizabeth Gross Heather A. Harrington Michael T. Schaub 179 289 0 20 Apr 2021
A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning Di Jin Zhizhi Yu Pengfei Jiao Shirui Pan Dongxiao He Hongzhi Zhang Philip S. Yu Weixiong Zhang GNN 184 288 0 03 Jan 2021
Extended Stochastic Block Models with Application to Criminal Networks Sirio Legramanti T. Rigon Daniele Durante David B. Dunson 68 22 0 16 Jul 2020
The role of exchangeability in causal inference O. Saarela D. Stephens E. Moodie 126 7 0 02 Jun 2020