Independence Testing for Bounded Degree Bayesian Networks.
Arnab BhattacharyyaClément L. CanonneJoy Qiping YangPublished in: NeurIPS (2022)
Keyphrases
- bayesian networks
- conditional independence
- bounded degree
- context specific independence
- probability distribution
- conditional probability tables
- observable variables
- conditional independencies
- probabilistic inference
- structure learning
- bounded treewidth
- test cases
- probabilistic model
- hidden variables
- integrity constraints
- first order logic
- databases