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20072026
most citedSpectral redemption: clustering sparse networks

658 citations · 1.9k across the 78 of their papers we have counts for

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7 papers · 1 filter

math.PR2013

A Proof Of The Block Model Threshold Conjecture

Elchanan Mossel, Joe Neeman, Allan Sly

We study a random graph model named the "block model" in statistics and the "planted partition model" in theoretical computer science. In its simplest form, this is a random graph…

math.PR2013★ 22 cited

Maximum independent sets on random regular graphs

Jian Ding, Allan Sly, Nike Sun

We determine the asymptotics of the independence number of the random -regular graph for all . It is highly concentrated, with constant-order fluctuations around $nα_…

math.PR2013

Satisfiability threshold for random regular NAE-SAT

Jian Ding, Allan Sly, Nike Sun

We consider the random regular -NAE-SAT problem with variables each appearing in exactly clauses. For all exceeding an absolute constant , we establish explicit…

math.PR2013★ 43 cited

Belief propagation, robust reconstruction and optimal recovery of block models

Elchanan Mossel, Joe Neeman, Allan Sly

We consider the problem of reconstructing sparse symmetric block models with two blocks and connection probabilities and for inter- and intra-block edge probabilities,…

cs.SI2013★ 658 cited

Spectral redemption: clustering sparse networks

Florent Krzakala, Cristopher Moore, Elchanan Mossel +4

Spectral algorithms are classic approaches to clustering and community detection in networks. However, for sparse networks the standard versions of these algorithms are suboptimal,…

math.PR2013★ 22 cited

Distances in critical long range percolation

Jian Ding, Allan Sly

We study the long range percolation model on where sites and are connected with probability . Graph distances are now well understood for all expo…