Mathematical Research Data Initiative
Main page
Recent changes
Random page
Help about MediaWiki
Create a new Item
Create a new Property
Create a new EntitySchema
Merge two items
In other projects
Discussion
View source
View history
Purge
English
Log in

Structure learning of undirected graphical models for count data.

From MaRDI portal
Publication:4998942
Jump to:navigation, search

MaRDI QIDQ4998942

Monica Chiogna, Nguyen Thi Kim Hue

Publication date: 9 July 2021

Full work available at URL: https://jmlr.csail.mit.edu/papers/v22/18-401.html


zbMATH Keywords

graphical modelssparsityundirected graphsstructure learningconditional independence tests


Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)


Related Items

Structure learning for zero-inflated counts with an application to single-cell RNA sequencing data ⋮ PC-LPGM



Cites Work

  • Unnamed Item
  • Unnamed Item
  • Unnamed Item
  • Unnamed Item
  • Unnamed Item
  • Unnamed Item
  • Sparse inverse covariance estimation with the graphical lasso
  • Poisson dependency networks: gradient boosted models for multivariate count data
  • High-dimensional Ising model selection using \(\ell _{1}\)-regularized logistic regression
  • Eigenvalue inequalities for principal submatrices
  • Causation, prediction, and search
  • High-dimensional graphs and variable selection with the Lasso
  • On Graphical Models via Univariate Exponential Family Distributions
  • Asymptotic Statistics
  • Partial Correlation Estimation by Joint Sparse Regression Models
  • Probability Inequalities for Sums of Bounded Random Variables


This page was built for publication: Structure learning of undirected graphical models for count data.

Retrieved from "https://portal.mardi4nfdi.de/w/index.php?title=Publication:4998942&oldid=19452055"
Tools
What links here
Related changes
Special pages
Printable version
Permanent link
Page information
MaRDI portal item
This page was last edited on 8 February 2024, at 10:59.
Privacy policy
About MaRDI portal
Disclaimers
Imprint
Powered by MediaWiki