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A statistical interpretation of spectral embedding: the generalised random dot product graph

16 September 2017

Patrick Rubin-Delanchy

Joshua Cape

M. Tang

Carey E. Priebe

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Papers citing "A statistical interpretation of spectral embedding: the generalised random dot product graph"

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Title
Trading off Accuracy for Speedup: Multiplier Bootstraps for Subgraph Counts Qiaohui Lin Robert Lunde Purnamrita Sarkar 49 1 0 14 Sep 2020
The multilayer random dot product graph Andrew Jones Patrick Rubin-Delanchy 105 38 0 20 Jul 2020
Next Waves in Veridical Network Embedding Owen G. Ward Zhen Huang Andrew Davison Tian Zheng GNN 122 5 0 10 Jul 2020
On spectral algorithms for community detection in stochastic blockmodel graphs with vertex covariates Cong Mu A. Mele Lingxin Hao Joshua Cape A. Athreya Carey E. Priebe 65 11 0 04 Jul 2020
Manifold structure in graph embeddings Patrick Rubin-Delanchy 75 25 0 09 Jun 2020
Bias-Variance Tradeoffs in Joint Spectral Embeddings Benjamin Draves D. Sussman 63 9 0 05 May 2020
Vertex Nomination in Richly Attributed Networks Keith D. Levin Carey E. Priebe V. Lyzinski 3DH 46 0 0 29 Apr 2020
Learning 1-Dimensional Submanifolds for Subsequent Inference on Random Dot Product Graphs M. Trosset Mingyue Gao M. Tang Carey E. Priebe 461 10 0 15 Apr 2020
On Two Distinct Sources of Nonidentifiability in Latent Position Random Graph Models Joshua Agterberg M. Tang Carey E. Priebe CML 88 10 0 31 Mar 2020
Change point localization in dependent dynamic nonparametric random dot product graphs Oscar Hernan Madrid Padilla Yi Yu Carey E. Priebe 65 27 0 18 Nov 2019
Spectral embedding of weighted graphs Ian Gallagher Andrew Jones A. Bertiger Carey Priebe Patrick Rubin-Delanchy 71 16 0 12 Oct 2019
Efficient Estimation for Random Dot Product Graphs via a One-step Procedure Fangzheng Xie Yanxun Xu 72 21 0 10 Oct 2019
Limit theorems for out-of-sample extensions of the adjacency and Laplacian spectral embeddings Keith D. Levin Fred Roosta M. Tang Michael W. Mahoney Carey E. Priebe 47 6 0 29 Sep 2019
Subsampling Sparse Graphons Under Minimal Assumptions Robert Lunde Purnamrita Sarkar 67 21 0 29 Jul 2019
Bootstrapping Networks with Latent Space Structure Keith D. Levin Elizaveta Levina 90 34 0 25 Jul 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 103 118 0 24 Jun 2019
Recovering shared structure from multiple networks with unknown edge distributions Keith D. Levin A. Lodhia Elizaveta Levina 58 10 0 13 Jun 2019
Bayesian estimation of the latent dimension and communities in stochastic blockmodels Francesco Sanna Passino N. Heard BDL 58 25 0 06 Apr 2019
Simultaneous Dimensionality and Complexity Model Selection for Spectral Graph Clustering Congyuan Yang Carey E. Priebe Youngser Park D. Marchette 72 25 0 05 Apr 2019
Joint Embedding of Graphs Shangsi Wang Jesús Arroyo Joshua T. Vogelstein Carey E. Priebe 49 53 0 10 Mar 2017