Incorporating Proportional Sparse Penalty for Causal Structure Learning.
Yunfeng WangYuelong ZhuTingting HangJun FengJiamin LuPublished in: ICTAI (2021)
Keyphrases
- structure learning
- bayesian networks
- markov blanket
- graphical models
- conditional independence
- parameter learning
- causal relationships
- bayesian network structure learning
- bayesian network classifiers
- transfer learning
- causal models
- high dimensional
- conditional independence tests
- causal discovery
- markov logic networks
- parameter estimation
- structure learning algorithm
- probabilistic reasoning
- markov networks
- sample size
- random variables
- causal reasoning
- social networks
- hidden variables
- directed acyclic graph
- posterior probability
- text classification
- prior knowledge
- objective function
- learning algorithm