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20112026
most citedAnnealing and replica-symmetry in Deep Boltzmann Machines

30 citations · 239 across the 25 of their papers we have counts for

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5 papers · 1 filter

cond-mat.dis-nn2021★ 21 cited

An inference problem in a mismatched setting: a spin-glass model with Mattis interaction

Francesco Camilli, Pierluigi Contucci, Emanuele Mingione

The Wigner spiked model in a mismatched setting is studied with the finite temperature Statistical Mechanics approach through its representation as a Sherrington-Kirkpatrick model…

cond-mat.dis-nn2020★ 7 cited

Stationarization and Multithermalization in spin glasses

Pierluigi Contucci, Federico Corberi, Jorge Kurchan +1

We develop further the study of a system in contact with a multibath having different temperatures at widely separated timescales. We consider those systems that do not thermalize…

cond-mat.dis-nn2019★ 9 cited

Equilibrium and Dynamics of a Multi-Bath Sherrington-Kirkpatrick Model

Pierluigi Contucci, Jorge Kurchan, Emanuele Mingione

In this paper we study the equilibrium statistical mechanical as well as the dynamical properties of a Sherrington and Kirkpatrick model in a multi-bath setting introduced in [4].…

cond-mat.dis-nn2012★ 8 cited

Factorization properties in d-dimensional spin glasses. Rigorous results and some perspectives

Pierluigi Contucci, Emanuele Mingione, Shannon Starr

In this paper we show that d-dimensional Gaussian spin glass models are strongly stochastically stable, fulfill the Ghirlanda-Guerra identities in distribution and the ultrametrici…

cond-mat.dis-nn2011★ 19 cited

Interpolating the Sherrington-Kirkpatrick replica trick

Adriano Barra, Francesco Guerra, Emanuele Mingione

The interpolation techniques have become, in the past decades, a powerful approach to lighten several properties of spin glasses within a simple mathematical framework. Intrinsical…