226 citations · 351 across the 25 of their papers we have counts for
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cond-mat.dis-nn2014
A cavity approach to optimization and inverse dynamical problems
Alejandro Lage-Castellanos, Andrey Y. Lokhov, Riccardo Zecchina
In these two lectures we shall discuss how the cavity approach can be used efficiently to study optimization problems with global (topological) constraints and how the same techniq…
cond-mat.dis-nn2014★ 11 cited
Message passing and Monte Carlo algorithms: connecting fixed points with metastable states
A. Lage-Castellanos, R. Mulet, F. Ricci-Tersenghi
Mean field-like approximations (including naive mean field, Bethe and Kikuchi and more general Cluster Variational Methods) are known to stabilize ordered phases at temperatures hi…