Corpus ID: 10267277

Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models

@inproceedings{Jalali2016ExploitingTF,
  title={Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models},
  author={Amin Jalali and Qiyang Han and Ioana Dumitriu and M. Fazel},
  booktitle={NIPS},
  year={2016}
}
The Stochastic Block Model (SBM) is a widely used random graph model for networks with communities. Despite the recent burst of interest in community detection under the SBM from statistical and computational points of view, there are still gaps in understanding the fundamental limits of recovery. In this paper, we consider the SBM in its full generality, where there is no restriction on the number and sizes of communities or how they grow with the number of nodes, as well as on the… Expand
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