On Deducing Conditional Independence from d-Separation in Causal Graphs with Feedback (Research Note).
Radford M. NealPublished in: J. Artif. Intell. Res. (2000)
Keyphrases
- conditional independence
- causal graph
- causal models
- causal discovery
- directed acyclic graph
- structure learning
- conditional independencies
- causal relationships
- axiomatic characterization
- graphical models
- bayesian networks
- chain graphs
- random variables
- possibility theory
- probability distribution
- state variables
- markov property
- planning problems
- domain specific
- np hardness
- decision trees
- machine learning