A survey of statistical network models

29 December 2009

Papers citing "A survey of statistical network models"

50 / 55 papers shown

Title
Fitting networks with a cancellation trick Jiashun Jin Jingming Wang 51 0 0 23 Feb 2025
Flexible inference in heterogeneous and attributed multilayer networks Martina Contisciani Marius Hobbhahn Eleanor A. Power Philipp Hennig Caterina De Bacco 37 1 0 31 May 2024
Copula Approximate Bayesian Computation Using Distribution Random Forests G. Karabatsos 39 1 0 28 Feb 2024
On the Randić index and its variants of network data Ming Yuan 24 10 0 31 Aug 2023
Convergence of Message Passing Graph Neural Networks with Generic Aggregation On Large Random Graphs Matthieu Cordonnier Nicolas Keriven Nicolas M Tremblay Samuel Vaiter GNN 49 7 0 21 Apr 2023
Fitting Low-rank Models on Egocentrically Sampled Partial Networks G. Chan Tianxi Li EgoV 16 1 0 09 Mar 2023
Implicit Graphon Neural Representation Xinyue Xia Gal Mishne Yusu Wang GNN AI4CE 34 4 0 07 Nov 2022
An Approach for Link Prediction in Directed Complex Networks based on Asymmetric Similarity-Popularity Hafida Benhidour Lama Almeshkhas Said Kerrache 11 2 0 15 Jul 2022
Clustered Graph Matching for Label Recovery and Graph Classification Zhirui Li Jesús Arroyo Konstantinos Pantazis V. Lyzinski FedML 16 1 0 06 May 2022
Inference of hyperedges and overlapping communities in hypergraphs Martina Contisciani F. Battiston Caterina De Bacco 30 67 0 12 Apr 2022
SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators Karolis Martinkus Andreas Loukas Nathanael Perraudin Roger Wattenhofer 33 66 0 04 Apr 2022
Entropic Optimal Transport in Random Graphs Nicolas Keriven OT 12 4 0 11 Jan 2022
The interplay between ranking and communities in networks Laura Iacovissi Caterina De Bacco 28 6 0 23 Dec 2021
On Sparse High-Dimensional Graphical Model Learning For Dependent Time Series Jitendra Tugnait CML 21 13 0 15 Nov 2021
Community detection in censored hypergraph Mingao Yuan Bin Zhao Xiaofeng Zhao 22 2 0 04 Nov 2021
Community detection for weighted bipartite networks Huan Qing Jingli Wang 42 11 0 21 Sep 2021
Spectral goodness-of-fit tests for complete and partial network data Shane Lubold Bolun Liu Tyler H. McCormick 22 3 0 17 Jun 2021
Nonparametric Modeling of Higher-Order Interactions via Hypergraphons Krishnakumar Balasubramanian 22 12 0 18 May 2021
Directed mixed membership stochastic blockmodel Huan Qing Jingli Wang 17 5 0 07 Jan 2021
Learning Graphons via Structured Gromov-Wasserstein Barycenters Hongteng Xu Dixin Luo Lawrence Carin H. Zha 46 28 0 10 Dec 2020
Graph Convolutional Gaussian Processes For Link Prediction Felix L. Opolka Pietro Lió GNN 22 15 0 11 Feb 2020
Monitoring dynamic networks: a simulation-based strategy for comparing monitoring methods and a comparative study Lisha Yu I. Zwetsloot Nathaniel T. Stevens James D. Wilson K. Tsui 8 18 0 24 May 2019
Factor Models for High-Dimensional Tensor Time Series Rong Chen Dan Yang Cun-Hui Zhang AI4TS 23 90 0 18 May 2019
Stochastic Blockmodels meet Graph Neural Networks Nikhil Mehta Lawrence Carin Piyush Rai BDL 35 80 0 14 May 2019
Pairwise Covariates-adjusted Block Model for Community Detection Sihan Huang Jiajin Sun Yang Feng 17 24 0 10 Jul 2018
NetGAN: Generating Graphs via Random Walks Aleksandar Bojchevski Oleksandr Shchur Daniel Zügner Stephan Günnemann GAN GNN 27 359 0 02 Mar 2018
Network Representation Using Graph Root Distributions Jing Lei 43 31 0 27 Feb 2018
Estimation of Local Degree Distributions via Local Weighted Averaging and Monte Carlo Cross-Validation Paulo Serra Michel Mandjes 18 1 0 26 Feb 2018
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 20 247 0 16 Sep 2017
Optimal Rates for Community Estimation in the Weighted Stochastic Block Model Min Xu Varun Jog Po-Ling Loh 25 56 0 05 Jun 2017
Nonparametric inference for continuous-time event counting and link-based dynamic network models Alexander Kreiss E. Mammen W. Polonik 33 9 0 10 May 2017
Community Detection in Hypergraphs, Spiked Tensor Models, and Sum-of-Squares Chiheon Kim Afonso S. Bandeira M. Goemans 17 53 0 08 May 2017
Spectral clustering in the dynamic stochastic block model Marianna Pensky Teng Zhang 27 75 0 02 May 2017
The Kato--Temple inequality and eigenvalue concentration with applications to graph inference Joshua Cape M. Tang Carey E. Priebe 16 7 0 19 Mar 2016
Probabilistic community detection with unknown number of communities J. Geng A. Bhattacharya D. Pati 19 73 0 25 Feb 2016
Exchangeable Random Measures for Sparse and Modular Graphs with Overlapping Communities A. Todeschini Xenia Miscouridou François Caron 16 40 0 05 Feb 2016
Sharing Social Network Data: Differentially Private Estimation of Exponential-Family Random Graph Models Vishesh Karwa P. Krivitsky Aleksandra B. Slavkovic 22 55 0 09 Nov 2015
COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution Mehrdad Farajtabar Yichen Wang Manuel Gomez Rodriguez Shuang Li H. Zha Le Song 28 238 0 08 Jul 2015
Community detection in multi-relational data with restricted multi-layer stochastic blockmodel Subhadeep Paul Yuguo Chen 25 94 0 08 Jun 2015
Exact P-values for Network Interference Susan Athey Dean Eckles Guido Imbens 12 226 0 05 Jun 2015
Optimal Bayesian estimation in stochastic block models D. Pati A. Bhattacharya 30 7 0 26 May 2015
Detecting Overlapping Communities in Networks Using Spectral Methods Yuan Zhang Elizaveta Levina Ji Zhu 43 103 0 10 Dec 2014
How Many Communities Are There? Diego Saldana Yi Yu Yang Feng 27 109 0 04 Dec 2014
A unified view of generative models for networks: models, methods, opportunities, and challenges Abigail Z. Jacobs A. Clauset 47 31 0 14 Nov 2014
Empirical Bayes Estimation for the Stochastic Blockmodel Shakira Suwan Dominic S. Lee Runze Tang D. Sussman M. Tang Carey E. Priebe 35 22 0 23 May 2014
Robust and computationally feasible community detection in the presence of arbitrary outlier nodes T. Tony Cai Xiaodong Li 48 139 0 23 Apr 2014
Dynamic stochastic blockmodels for time-evolving social networks Kevin S. Xu Alfred Hero 57 234 0 04 Mar 2014
Goodness-of-fit for log-linear network models: Dynamic Markov bases using hypergraphs Elizabeth Gross Sonja Petrović Despina Stasi 56 20 0 20 Jan 2014
Discriminative Relational Topic Models Ning Chen Jun Zhu Fei Xia Bo Zhang 43 34 0 09 Oct 2013
Dynamic stochastic blockmodels: Statistical models for time-evolving networks Kevin S. Xu Alfred Hero 55 91 0 22 Apr 2013