ロード中...

Estimation of High-Dimensional Graphical Models Using Regularized Score Matching

Graphical models are widely used to model stochastic dependences among large collections of variables. We introduce a new method of estimating undirected conditional independence graphs based on the score matching loss, introduced by Hyvärinen (2005), and subsequently extended in Hyvärinen (2007). T...

詳細記述

保存先:
書誌詳細
出版年:Electron J Stat
主要な著者: Lin, Lina, Drton, Mathias, Shojaie, Ali
フォーマット: Artigo
言語:Inglês
出版事項: 2016
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC5476334/
https://ncbi.nlm.nih.gov/pubmed/28638498
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/16-EJS1126
タグ: タグ追加
タグなし, このレコードへの初めてのタグを付けませんか!