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19972026
most citedMessage Passing Algorithms for Compressed Sensing

2.5k citations · 10k across the 171 of their papers we have counts for

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Showing 2003Show all

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cond-mat.dis-nn2003★ 130 cited

Instability of one-step replica-symmetry-broken phase in satisfiability problems

Andrea Montanari, Giorgio Parisi, Federico Ricci-Tersenghi

We reconsider the one-step replica-symmetry-breaking (1RSB) solutions of two random combinatorial problems: k-XORSAT and k-SAT. We present a general method for establishing the sta…

cond-mat.dis-nn2003★ 19 cited

Aging dynamics of heterogeneous spin models

Andrea Montanari, Federico Ricci-Tersenghi

We investigate numerically the dynamics of three different spin models in the aging regime. Each of these models is meant to be representative of a distinct class of aging behavior…

cond-mat.stat-mech2003★ 38 cited

On the stochastic dynamics of disordered spin models

Guilhem Semerjian, Leticia F. Cugliandolo, Andrea Montanari

In this article we discuss several aspects of the stochastic dynamics of spin models. The paper has two independent parts. Firstly, we explore a few properties of the multi-point c…

cs.CC2003★ 14 cited

Approximate analysis of search algorithms with "physical" methods

Simona Cocco, Remi Monasson, Andrea Montanari +1

An overview of some methods of statistical physics applied to the analysis of algorithms for optimization problems (satisfiability of Boolean constraints, vertex cover of graphs, d…

cond-mat.dis-nn2003★ 173 cited

On the nature of the low-temperature phase in discontinuous mean-field spin glasses

Andrea Montanari, Federico Ricci-Tersenghi

The low-temperature phase of discontinuous mean-field spin glasses is generally described by a one-step replica symmetry breaking (1RSB) Ansatz. The Gardner transition, i.e. a very…