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2022 Marginals of a spherical spin glass model with correlated disorder
Jean Barbier, Manuel Sáenz
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Electron. Commun. Probab. 27: 1-12 (2022). DOI: 10.1214/22-ECP489

Abstract

In this paper we prove the weak convergence, in the high-temperature phase, of the finite marginals of the Gibbs measure associated to a symmetric spherical spin glass model with correlated couplings towards an explicit asymptotic decoupled measure. We also provide upper bounds for the rate of convergence in terms of the one of the energy per variable. Furthermore, we establish a concentration inequality for bounded functions in a subset of the high-temperature phase. These results are exemplified by analysing the asymptotic behaviour of the empirical mean of coordinate-wise functions of samples from the Gibbs measure of the model.

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Jean Barbier. Manuel Sáenz. "Marginals of a spherical spin glass model with correlated disorder." Electron. Commun. Probab. 27 1 - 12, 2022. https://doi.org/10.1214/22-ECP489

Information

Received: 3 December 2021; Accepted: 22 September 2022; Published: 2022
First available in Project Euclid: 11 October 2022

Digital Object Identifier: 10.1214/22-ECP489

Subjects:
Primary: 82B44 , 82D30

Keywords: Cavity method , random matrices , spherical integral , Spin glasses

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