Simultaneous Dimensionality and Complexity Model Selection for Spectral
Graph Clustering

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Simultaneous Dimensionality and Complexity Model Selection for Spectral Graph Clustering

5 April 2019

Carey E. Priebe

Youngser Park

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Papers citing "Simultaneous Dimensionality and Complexity Model Selection for Spectral Graph Clustering"

12 / 12 papers shown

Title
Estimating the number of clusters of a Block Markov Chain T. Vuren Thomas Cronk Jaron Sanders 101 0 0 25 Jul 2024
An Overview of Asymptotic Normality in Stochastic Blockmodels: Cluster Analysis and Inference Joshua Agterberg Joshua Cape 71 1 0 10 May 2023
Latent structure blockmodels for Bayesian spectral graph clustering Francesco Sanna Passino N. Heard 62 1 0 04 Jul 2021
Entrywise Estimation of Singular Vectors of Low-Rank Matrices with Heteroskedasticity and Dependence Joshua Agterberg Zachary Lubberts Carey Priebe 99 21 0 27 May 2021
Maximum a Posteriori Inference of Random Dot Product Graphs via Conic Programming D. Wu David R Palmer Daryl R. DeFord 25 1 0 06 Jan 2021
Spectral clustering on spherical coordinates under the degree-corrected stochastic blockmodel Francesco Sanna Passino N. Heard Patrick Rubin-Delanchy 66 14 0 09 Nov 2020
An empirical Bayes Approach to stochastic blockmodels and graphons: shrinkage estimation and model selection Zhanhao Peng Qing Zhou 25 0 0 12 Jun 2020
Manifold structure in graph embeddings Patrick Rubin-Delanchy 75 25 0 09 Jun 2020
Randomized Spectral Clustering in Large-Scale Stochastic Block Models Hai Zhang Xiao Guo Xiangyu Chang 115 24 0 20 Jan 2020
Spectral embedding of weighted graphs Ian Gallagher Andrew Jones A. Bertiger Carey Priebe Patrick Rubin-Delanchy 57 16 0 12 Oct 2019
Bayesian estimation of the latent dimension and communities in stochastic blockmodels Francesco Sanna Passino N. Heard BDL 51 25 0 06 Apr 2019
Vertex nomination: The canonical sampling and the extended spectral nomination schemes J. Yoder Li-Wei Chen H. Pao Eric W. Bridgeford Keith D. Levin D. E. Fishkind Carey Priebe V. Lyzinski 62 18 0 14 Feb 2018