45 citations · 101 across the 33 of their papers we have counts for
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cs.SI2023
Community Detection with Known, Unknown, or Partially Known Auxiliary Latent Variables
Mohammad Esmaeili, Aria Nosratinia
Empirical observations suggest that in practice, community membership does not completely explain the dependency between the edges of an observation graph. The residual dependence…
cs.SI2021
Community Detection: Exact Recovery in Weighted Graphs
Mohammad Esmaeili, Aria Nosratinia
In community detection, the exact recovery of communities (clusters) has been mainly investigated under the general stochastic block model with edges drawn from Bernoulli distribut…
cs.SI2019
EXIT Analysis for Community Detection
Hussein Saad, Aria Nosratinia
This paper employs the extrinsic information transfer (EXIT) method, a technique imported from the analysis of the iterative decoding of error control codes, to study the performan…