Causal Discovery with Prior Information.
Rodney T. O'DonnellAnn E. NicholsonB. HanKevin B. KorbM. J. AlamLucas R. HopePublished in: Australian Conference on Artificial Intelligence (2006)
Keyphrases
- prior information
- causal discovery
- causal models
- causal relationships
- prior knowledge
- causal structure
- discovery process
- bayesian networks
- bayesian inference
- hyperparameters
- markov blanket
- directed acyclic graph
- conditional independence
- prior distribution
- prior probabilities
- observational data
- gaussian process
- closed form
- prior models
- feature selection
- databases