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Spectral embedding and the latent geometry of multipartite networks


Feb 08, 2022
Alexander Modell, Ian Gallagher, Joshua Cape, Patrick Rubin-Delanchy

* 12 pages, 3 figures 

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On identifying unobserved heterogeneity in stochastic blockmodel graphs with vertex covariates


Jul 04, 2020
Cong Mu, Angelo Mele, Lingxin Hao, Joshua Cape, Avanti Athreya, Carey E. Priebe

* 14 pages, 8 figures 

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Spectral inference for large Stochastic Blockmodels with nodal covariates


Aug 18, 2019
Angelo Mele, Lingxin Hao, Joshua Cape, Carey E. Priebe


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On a 'Two Truths' Phenomenon in Spectral Graph Clustering


Sep 07, 2018
Carey E. Priebe, Youngser Park, Joshua T. Vogelstein, John M. Conroy, Vince Lyzinski, Minh Tang, Avanti Athreya, Joshua Cape, Eric Bridgeford


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


Jul 29, 2018
Patrick Rubin-Delanchy, Carey E. Priebe, Minh Tang, Joshua Cape

* 25 pages; 7 figures 

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