Bootstrap-Based Layerwise Refining for Causal Structure Learning.
Guodu XiangHao WangKui YuXianjie GuoFuyuan CaoYukun SongPublished in: IEEE Trans. Artif. Intell. (2024)
Keyphrases
- structure learning
- bayesian networks
- markov blanket
- graphical models
- conditional independence
- causal models
- parameter learning
- bayesian network structure learning
- markov logic networks
- causal relationships
- bayesian network classifiers
- transfer learning
- causal discovery
- parameter estimation
- conditional independence tests
- sample size
- directed acyclic graph
- random variables
- probability distribution
- markov networks
- causal reasoning
- posterior probability
- structure learning algorithm
- prior knowledge
- belief propagation
- model selection
- probabilistic model