Logical and algorithmic properties of stable conditional independence.
Mathias NiepertDirk Van GuchtMarc GyssensPublished in: Int. J. Approx. Reason. (2010)
Keyphrases
- conditional independence
- bayesian networks
- graphical models
- learning bayesian networks
- causal models
- random variables
- structure learning
- directed acyclic graph
- axiomatic characterization
- probability distribution
- possibility theory
- gaussian model
- bayesian network structure
- markov property
- input output
- statistical independence
- pairwise
- neural network
- em algorithm
- conditional independencies