Remarks on the Interpolation Method

Author:

Boccagna Roberto,Gabrielli DavideORCID

Abstract

AbstractWe discuss a generalization of the classic condition of validity of the interpolation method for the density of quenched free energy of mean field spin glasses. The condition is written just in terms of the $$L^2$$ L 2 metric structure of the Gaussian random variables. As an example of application we deduce the existence of the thermodynamic limit for a GREM model with infinite branches for which the classic conditions of validity fail. We underline the dependence of the density of quenched free energy just on the metric structure and discuss the models from a metric viewpoint.

Funder

Università degli Studi dell’Aquila

Publisher

Springer Science and Business Media LLC

Subject

Mathematical Physics,Statistical and Nonlinear Physics

Reference29 articles.

1. Alaoui, A.E., Krzakala, F., Vail, C.O.: Estimation in the spiked wigner model: a short proof of the replica formula. IEEE Int. Symp. Inf. Theory 2018, 1874–1878 (2018)

2. Barbier, J., Dia, M., Macris, N., Krzakala, F.: The mutual information in random linear estimation 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton), pp. 625–632. IL, Monticello (2016)

3. Barbier, J., Macris, N.: The adaptive interpolation method: a simple scheme to prove replica formulas in Bayesian inference Probab. Theory Relat. Fields 174, 1133–1185 (2019)

4. Barbier, J., Macris, N., Dia, M., Krzakala, F.: Mutual information and optimality of approximate message-passing in random linear estimation. IEEE Trans. Inf. Theory 66(7), 4270–4303 (2020)

5. Barra, A.: The mean field Ising model through interpolating techniques. J. Stat. Phys. 132(5), 787–809 (2008)

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3