There seems to be a fundamental limit of Community structure detection.
References #
- Inference and Phase Transitions in the Detection of Modules in Sparse Networks
- Graph Spectra and the Detectability of Community Structure in Networks
- Detectability of communities in heterogeneous networks
- Detectability thresholds and optimal algorithms for community structure in dynamic networks
- Detectability thresholds and optimal algorithms for community structure in dynamic networks
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Stochastic fluctuations and the detectability limit of network communities
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Algorithm independent bounds on community detection problems and associated transitions in stochastic block model graphs - Stochastic block model
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