Higher-order interactions in statistical physics and machine learning: A model-independent solution to the inverse problem at equilibrium
Author:
Funder
Deutsche Forschungsgemeinschaft
University of Edinburgh
Medical Research Council
Publisher
American Physical Society (APS)
Link
http://harvest.aps.org/v2/journals/articles/10.1103/PhysRevE.102.053314/fulltext
Reference21 articles.
1. Inverse statistical problems: from the inverse Ising problem to data science
2. Pseudolikelihood Decimation Algorithm Improving the Inference of the Interaction Network in a General Class of Ising Models
3. Inverse Ising Inference Using All the Data
4. High-dimensional Ising model selection using ℓ1-regularized logistic regression
5. Simple method for inference in inverse Ising problem using full data
Cited by 14 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. High order expression dependencies finely resolve cryptic states and subtypes in single cell data;2023-12-18
2. Learning phase transitions from regression uncertainty: a new regression-based machine learning approach for automated detection of phases of matter;New Journal of Physics;2023-08-01
3. Inverse problem for the quartic mean-field Ising model;The European Physical Journal Plus;2023-07-18
4. Inverse problem beyond two-body interaction: The cubic mean-field Ising model;Physical Review E;2023-05-19
5. A HYBRID MEMBERSHIP LATENT DISTANCE MODEL FOR UNSIGNED AND SIGNED INTEGER WEIGHTED NETWORKS;Advances in Complex Systems;2023-05
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