Decelle et al.'s computational impossibility conjecture below the Kesten–Stigum threshold
Decelle et al.'s computational impossibility conjecture below the Kesten–Stigum threshold
Let follow the same stochastic block model as in the achievability conjecture, with
Decelle et al.'s computational impossibility conjecture. Irrespective of , if , it is impossible to detect communities in polynomial time. This is the computational counterpart to the Kesten–Stigum achievability statement. The source presents it among further conjectures concerning impossibility statements; no resolution is given in the supplied text.
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Sources & referencesView supporting material
Primary source
Emmanuel Abbe and Colin Sandon, “Detection in the stochastic block model with multiple clusters: proof of the achievability conjectures, acyclic BP, and the information-computation gap”, arXiv:1512.09080 (2016).
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