Bootstrap-based Causal Structure Learning.
Xianjie GuoYujie WangXiaoling HuangShuai YangKui YuPublished in: CIKM (2022)
Keyphrases
- structure learning
- bayesian networks
- markov blanket
- graphical models
- conditional independence
- causal models
- causal relationships
- parameter learning
- bayesian network structure learning
- conditional independence tests
- parameter estimation
- markov logic networks
- probability distribution
- bayesian network classifiers
- sample size
- causal discovery
- cross validation
- transfer learning
- causal reasoning
- markov networks
- probabilistic model
- structure learning algorithm
- posterior probability
- conditional probabilities
- network structure
- probabilistic reasoning
- probabilistic graphical models
- hidden markov models
- training data
- inductive logic programming
- pairwise
- generative model