Discovering Dynamic Causal Space for DAG Structure Learning.
Fangfu LiuWenchang MaAn ZhangXiang WangYueqi DuanTat-Seng ChuaPublished in: KDD (2023)
Keyphrases
- structure learning
- bayesian networks
- directed acyclic graph
- conditional independence
- markov blanket
- graphical models
- parameter learning
- markov logic networks
- parameter estimation
- markov networks
- bayesian network classifiers
- transfer learning
- causal models
- bayesian network structure learning
- equivalence classes
- network structure
- random variables
- posterior probability
- higher order
- causal discovery
- probabilistic model
- prior knowledge