Semiparametric Modeling and Analysis for Longitudinal Network Data

23 August 2023

Papers citing "Semiparametric Modeling and Analysis for Longitudinal Network Data"

34 / 34 papers shown

Title
Efficient Estimation for Longitudinal Networks via Adaptive Merging H. Zhang Junhui Wang 48 2 0 15 Nov 2022
Consensus Knowledge Graph Learning via Multi-view Sparse Low Rank Block Model Tianxi Cai Dong Xia Luwan Zhang D. Zhou 43 1 0 28 Sep 2022
Limit results for distributed estimation of invariant subspaces in multiple networks inference and PCA Runbing Zheng M. Tang 25 11 0 09 Jun 2022
Latent Space Model for Higher-order Networks and Generalized Tensor Decomposition Zhongyuan Lyu Dong Xia Yuan Zhang 58 23 0 30 Jun 2021
Change-Point Detection in Dynamic Networks with Missing Links F. Enikeeva Olga Klopp 41 11 0 28 Jun 2021
Latent space models for multiplex networks with shared structure Peter Macdonald Elizaveta Levina Ji Zhu 60 32 0 28 Dec 2020
Global and Individualized Community Detection in Inhomogeneous Multilayer Networks Shuxiao Chen Sifan Liu Zongming Ma 55 27 0 02 Dec 2020
The multilayer random dot product graph Andrew Jones Patrick Rubin-Delanchy 59 38 0 20 Jul 2020
Bias-adjusted spectral clustering in multi-layer stochastic block models Jing Lei K. Lin 59 51 0 18 Mar 2020
Change point localization in dependent dynamic nonparametric random dot product graphs Oscar Hernan Madrid Padilla Yi Yu Carey E. Priebe 49 27 0 18 Nov 2019
Inference for multiple heterogeneous networks with a common invariant subspace Jesús Arroyo A. Athreya Joshua Cape Guodong Chen Carey E. Priebe Joshua T. Vogelstein 57 117 0 24 Jun 2019
A Review of Stochastic Block Models and Extensions for Graph Clustering Clement Lee D. Wilkinson 69 201 0 01 Mar 2019
Change Point Estimation in a Dynamic Stochastic Block Model M. Bhattacharjee Moulinath Banerjee George Michailidis 57 50 0 07 Dec 2018
Event History Analysis of Dynamic Communication Networks Tony Sit Z. Ying Yi Yu 23 2 0 08 Oct 2018
Pairwise Covariates-adjusted Block Model for Community Detection Sihan Huang Jiajin Sun Yang Feng 45 25 0 10 Jul 2018
Network Representation Using Graph Root Distributions Jing Lei 75 31 0 27 Feb 2018
A statistical interpretation of spectral embedding: the generalised random dot product graph Patrick Rubin-Delanchy Joshua Cape M. Tang Carey E. Priebe 55 133 0 16 Sep 2017
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 133 249 0 16 Sep 2017
Spectral clustering in the dynamic stochastic block model Marianna Pensky Teng Zhang 82 77 0 02 May 2017
Network cross-validation by edge sampling Tianxi Li Elizaveta Levina Ji Zhu 51 166 0 14 Dec 2016
Community detection with nodal information Haolei Weng Yang Feng 44 32 0 31 Oct 2016
Fast low-rank estimation by projected gradient descent: General statistical and algorithmic guarantees Yudong Chen Martin J. Wainwright 174 318 0 10 Sep 2015
Concentration and regularization of random graphs Can M. Le Elizaveta Levina Roman Vershynin 111 153 0 01 Jun 2015
Dynamic stochastic blockmodels for time-evolving social networks Kevin S. Xu Alfred Hero 137 236 0 04 Mar 2014
Modeling heterogeneity in random graphs through latent space models: a selective review C. Matias Stephane S. Robin BDL 89 87 0 18 Feb 2014
Discovering Latent Network Structure in Point Process Data Scott W. Linderman Ryan P. Adams 79 282 0 04 Feb 2014
Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel Tai Qin Karl Rohe 129 303 0 16 Sep 2013
Matrix estimation by Universal Singular Value Thresholding S. Chatterjee 419 527 0 06 Dec 2012
1-Bit Matrix Completion Mark A. Davenport Y. Plan E. Berg Mary Wootters 200 353 0 17 Sep 2012
Asymptotic normality of maximum likelihood and its variational approximation for stochastic blockmodels Peter J. Bickel David S. Choi Xiangyu Chang Hai Zhang 192 221 0 04 Jul 2012
Consistency of community detection in networks under degree-corrected stochastic block models Yunpeng Zhao Elizaveta Levina Ji Zhu 207 427 0 18 Oct 2011
Stochastic blockmodels with growing number of classes David S. Choi P. Wolfe E. Airoldi 226 259 0 21 Nov 2010
Point process modeling for directed interaction networks Patrick O. Perry P. Wolfe 130 214 0 08 Nov 2010
Parameter identifiability and redundancy: theoretical considerations M. Little W. Heidenreich Guangquan Li 79 53 0 26 Dec 2008