Learning Linear Cyclic Causal Models with Latent Variables

Antti Hyttinen, Frederick Eberhardt, Patrik O. Hoyer

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
JournalJournal of Machine Learning Research
Volume13
Pages (from-to)3387-3439
Number of pages53
ISSN1532-4435
Publication statusPublished - Nov 2012
MoE publication typeA1 Journal article-refereed

Fields of Science

  • causality
  • graphical models
  • randomized experiments
  • structural equation models
  • latent variables
  • latent confounders
  • cycles
  • CHALLENGES
  • DISCOVERY
  • INFERENCE
  • 113 Computer and information sciences

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