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Latent structure blockmodels for Bayesian spectral graph clustering

4 July 2021

Papers citing "Latent structure blockmodels for Bayesian spectral graph clustering"

27 / 27 papers shown

Title
Inferring Manifolds From Noisy Data Using Gaussian Processes David B. Dunson Nan Wu 80 18 0 14 Oct 2021
Spectral clustering under degree heterogeneity: a case for the random walk Laplacian Alexander Modell Patrick Rubin-Delanchy 40 9 0 03 May 2021
Spectral clustering on spherical coordinates under the degree-corrected stochastic blockmodel Francesco Sanna Passino N. Heard Patrick Rubin-Delanchy 56 14 0 09 Nov 2020
The multilayer random dot product graph Andrew Jones Patrick Rubin-Delanchy 77 38 0 20 Jul 2020
Manifold structure in graph embeddings Patrick Rubin-Delanchy 54 25 0 09 Jun 2020
Learning 1-Dimensional Submanifolds for Subsequent Inference on Random Dot Product Graphs M. Trosset Mingyue Gao M. Tang Carey E. Priebe 390 10 0 15 Apr 2020
Eigen selection in spectral clustering: a theory guided practice Xiaoya Han Xin Tong Yingying Fan 26 19 0 14 Apr 2020
Concentration of kernel matrices with application to kernel spectral clustering Arash A. Amini Zahra S. Razaee 34 14 0 07 Sep 2019
Bayesian estimation of the latent dimension and communities in stochastic blockmodels Francesco Sanna Passino N. Heard BDL 41 25 0 06 Apr 2019
Simultaneous Dimensionality and Complexity Model Selection for Spectral Graph Clustering Congyuan Yang Carey E. Priebe Youngser Park D. Marchette 39 25 0 05 Apr 2019
On a 'Two Truths' Phenomenon in Spectral Graph Clustering Carey E. Priebe Youngser Park Joshua T. Vogelstein John M. Conroy V. Lyzinski M. Tang A. Athreya Joshua Cape Eric W. Bridgeford 59 72 0 23 Aug 2018
Variational Inference for Gaussian Process Models with Linear Complexity Ching-An Cheng Byron Boots BDL 49 75 0 28 Nov 2017
A statistical interpretation of spectral embedding: the generalised random dot product graph Patrick Rubin-Delanchy Joshua Cape M. Tang Carey E. Priebe 67 133 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 141 249 0 16 Sep 2017
Semiparametric spectral modeling of the Drosophila connectome Carey E. Priebe Youngser Park M. Tang A. Athreya V. Lyzinski ... Yichen Qin Benjamin T. Cocanougher K. Eichler Marta Zlatic Albert Cardona 49 29 0 09 May 2017
Spectral clustering in the dynamic stochastic block model Marianna Pensky Teng Zhang 89 77 0 02 May 2017
Improving Spectral Clustering using the Asymptotic Value of the Normalised Cut David P. Hofmeyr 27 10 0 29 Mar 2017
Exchangeable Random Measures for Sparse and Modular Graphs with Overlapping Communities A. Todeschini Xenia Miscouridou François Caron 101 43 0 05 Feb 2016
Kernel spectral clustering of large dimensional data Romain Couillet Florent Benaych-Georges 66 92 0 13 Oct 2015
Geometric Network Comparison D. Asta C. Shalizi 58 57 0 05 Nov 2014
Inferring structure in bipartite networks using the latent block model and exact ICL J. Wyse Nial Friel Pierre Latouche 60 65 0 10 Apr 2014
Perfect Clustering for Stochastic Blockmodel Graphs via Adjacency Spectral Embedding V. Lyzinski D. Sussman M. Tang A. Athreya Carey Priebe 88 118 0 02 Oct 2013
Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel Tai Qin Karl Rohe 129 303 0 16 Sep 2013
Overlapping Mixtures of Gaussian Processes for the Data Association Problem Miguel Lazaro-Gredilla S. Van Vaerenbergh Neil D. Lawrence 90 103 0 16 Aug 2011
A consistent adjacency spectral embedding for stochastic blockmodel graphs D. Sussman M. Tang D. E. Fishkind Carey E. Priebe 166 294 0 10 Aug 2011
Spectral clustering and the high-dimensional stochastic blockmodel Karl Rohe S. Chatterjee Bin Yu 261 936 0 09 Jul 2010
A Tutorial on Spectral Clustering U. V. Luxburg 290 10,541 0 01 Nov 2007