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most citedSpectral redemption: clustering sparse networks

658 citations · 2.2k across the 187 of their papers we have counts for

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Showing 2009 · math.PRShow all

6 papers · 2 filters

math.PR2009★ 4 cited

The weak limit of Ising models on locally tree-like graphs

Andrea Montanari, Elchanan Mossel, Allan Sly

We consider the Ising model with inverse temperature beta and without external field on sequences of graphs G_n which converge locally to the k-regular tree. We show that for such…

math.PR2009★ 17 cited

Geometric influences

Nathan Keller, Elchanan Mossel, Arnab Sen

We present a new definition of influences in product spaces of continuous distributions. Our definition is geometric, and for monotone sets it is identical with the measure of the…

math.PR2009

Noise Correlation Bounds for Uniform Low Degree Functions

Per Austrin, Elchanan Mossel

We study correlation bounds under pairwise independent distributions for functions with no large Fourier coefficients. Functions in which all Fourier coefficients are bounded by $δ…

math.PR2009★ 2 cited

Maximally Stable Gaussian Partitions with Discrete Applications

Marcus Isaksson, Elchanan Mossel

Gaussian noise stability results have recently played an important role in proving results in hardness of approximation in computer science and in the study of voting schemes in so…

math.PR2009★ 60 cited

Exact thresholds for Ising-Gibbs samplers on general graphs

Elchanan Mossel, Allan Sly

We establish tight results for rapid mixing of Gibbs samplers for the Ferromagnetic Ising model on general graphs. We show that if \[(d-1)\tanhβ<1,\] then there exists a constant C…

math.PR2009★ 3 cited

A Quantitative Arrow Theorem

Elchanan Mossel

Arrow's Impossibility Theorem states that any constitution which satisfies Independence of Irrelevant Alternatives (IIA) and Unanimity and is not a Dictator has to be non-transitiv…