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Hypothesis Testing for Automated Community Detection in Networks

https://doi.org/10.1111/rssb.12117
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Pseudo-likelihood methods for community detection in large sparse networks
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What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Strong consistency of Krichevsky-Trofimov estimator for the number of communities in the Stochastic Block Model
inferred← citeshttps://doi.org/10.48550/arxiv.1807.08925openalex-snapshot
Detecting and Localizing Anomalous Cliques in Inhomogeneous Networks using Egonets
inferred← citeshttps://doi.org/10.48550/arxiv.1809.01028openalex-snapshot
Determining the Number of Communities in Degree-corrected Stochastic Block Models
inferred← citeshttps://doi.org/10.48550/arxiv.1810.01509openalex-snapshot
Hierarchical Community Detection by Recursive Partitioning
inferred← citeshttps://doi.org/10.48550/arxiv.1810.04617openalex-snapshot
Testing Community Structures for Hypergraphs
inferred← citeshttps://doi.org/10.48550/arxiv.1811.12593openalex-snapshot
Two-sample Test of Community Memberships of Weighted Stochastic Block Models
inferred← citeshttps://doi.org/10.48550/arxiv.1811.12752openalex-snapshot
Practical methods for graph two-sample testing
inferred← citeshttps://doi.org/10.48550/arxiv.1812.00769openalex-snapshot
Testing Changes in Communities for the Stochastic Block Model
inferred← citeshttps://doi.org/10.48550/arxiv.1906.06713openalex-snapshot
Community Detection Based on the $L_\infty$ convergence of eigenvectors in DCBM
inferred← citeshttps://doi.org/10.48550/arxiv.2001.05676openalex-snapshot
Weak Detection in the Spiked Wigner Model with General Rank
inferred← citeshttps://doi.org/10.48550/arxiv.2004.03480openalex-snapshot
General Community Detection with Optimal Recovery Conditions for Multi-relational Sparse Networks with Dependent Layers
inferred← citeshttps://doi.org/10.48550/arxiv.2010.00729openalex-snapshot
Individual-centered partial information in social networks
inferred← citeshttps://doi.org/10.48550/arxiv.2010.15063openalex-snapshot
Combinatorial-Probabilistic Trade-Off: Community Properties Test in the Stochastic Block Models
inferred← citeshttps://doi.org/10.48550/arxiv.2101.06531openalex-snapshot
Consistent Bayesian Community Detection
inferred← citeshttps://doi.org/10.48550/arxiv.2101.07354openalex-snapshot
Exact Recovery of Community Structures Using DeepWalk and Node2vec
inferred← citeshttps://doi.org/10.48550/arxiv.2108.03336openalex-snapshot
Estimating Graph Dimension with Cross-validated Eigenvalues
inferred← citeshttps://doi.org/10.5705/ss.202021.0306openalex-snapshot
A Spectral-Based Framework for Hypothesis Testing in Populations of Networks
inferred← citeshttps://doi.org/10.5705/ss.202021.0427openalex-snapshot
A Unified Framework for Tuning Hyperparameters in Clustering Problems
inferred← citeshttps://doi.org/10.70675/f2cdd929z726fz4c03zabf8z13df3f8613c7openalex-snapshot
Statistical methods for the robust extraction of objects’ spatio-temporal relations in bioimaging – Application to the functional analysis of neuronal networks in vivo
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