Efficient Causal Structure Learning from Multiple Interventional Datasets with Unknown Targets.
Yunxia WangFuyuan CaoKui YuJiye LiangPublished in: AAAI (2022)
Keyphrases
- structure learning
- bayesian networks
- graphical models
- markov blanket
- transfer learning
- conditional independence
- bayesian network structure learning
- markov logic networks
- parameter learning
- parameter estimation
- causal models
- causal relationships
- network structure
- sample size
- probabilistic reasoning
- bayesian network classifiers
- text categorization
- probabilistic model
- data sets