Journal Article Detectability thresholds of general modular graphs

Tatsuro, Kawamoto  ,  樺島, 祥介  ,  KABASHIMA, YOSHIYUKI

95 ( No. 1 ) 2017-01
Description
We investigate the detectability thresholds of various modular structures in the stochastic block model. Ouranalysis reveals how the detectability threshold is related to the details of the modular pattern, including the hierarchy of the clusters. We show that certain planted structures are impossible to infer regardless of their fuzziness.
We investigate the detectability thresholds of various modular structures in the stochastic block model. Ouranalysis reveals how the detectability threshold is related to the details of the modular pattern, including the hierarchy of the clusters. We show that certain planted structures are impossible to infer regardless of theirfuzziness.

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