A simple spectral algorithm for recovering planted partitions

In this paper, we consider the planted partition model, in which n = ks vertices of a random graph are partitioned into k “clusters,” each of size s. Edges between vertices in the same cluster and different clusters are included with constant probability p and q, respectively (where 0 ≤ q < p ≤ 1...

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Bibliographic Details
Main Authors: Cole Sam, Friedland Shmuel, Reyzin Lev
Format: Article
Language:English
Published: De Gruyter 2017-01-01
Series:Special Matrices
Online Access:https://doi.org/10.1515/spma-2017-0013