Universality of approximate message passing with semirandom matrices
Author:
Affiliation:
1. Department of Statistics, Harvard University
2. John A. Paulson School of Engineering and Applied Sciences, Harvard University
Publisher
Institute of Mathematical Statistics
Subject
Statistics, Probability and Uncertainty,Statistics and Probability
Reference73 articles.
1. Bayati, M. and Montanari, A. (2011). The dynamics of message passing on dense graphs, with applications to compressed sensing. IEEE Trans. Inf. Theory 57 764–785.
2. Donoho, D. L., Maleki, A. and Montanari, A. (2009). Message-passing algorithms for compressed sensing. Proc. Natl. Acad. Sci. USA 106 18914–18919.
3. Javanmard, A. and Montanari, A. (2013). State evolution for general approximate message passing algorithms, with applications to spatial coupling. Inf. Inference 2 115–144.
4. Mézard, M. and Montanari, A. (2009). Information, Physics, and Computation. Oxford Graduate Texts. Oxford Univ. Press, Oxford.
5. Carmona, P. and Hu, Y. (2006). Universality in Sherrington–Kirkpatrick’s spin glass model. Ann. Inst. Henri Poincaré Probab. Stat. 42 215–222.
Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. The replica-symmetric free energy for Ising spin glasses with orthogonally invariant couplings;Probability Theory and Related Fields;2024-08-13
2. A Non-Asymptotic Analysis of Generalized Vector Approximate Message Passing Algorithms With Rotationally Invariant Designs;IEEE Transactions on Information Theory;2024-08
3. Optimization Algorithms for Multi-species Spherical Spin Glasses;Journal of Statistical Physics;2024-02-24
4. Orthogonal Approximate Message-Passing for Spatially Coupled Linear Models;IEEE Transactions on Information Theory;2024-01
5. Random Linear Estimation with Rotationally-Invariant Designs: Asymptotics at High Temperature;IEEE Transactions on Information Theory;2024
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