Incorporating Normalized L1 Penalty and Eigenvalue Constraint for Causal Structure Learning.
Yunfeng WangYuelong ZhuTingting HangJiamin LuJun FengPublished in: Int. J. Artif. Intell. Tools (2023)
Keyphrases
- structure learning
- bayesian networks
- markov blanket
- graphical models
- conditional independence
- bayesian network structure learning
- parameter learning
- transfer learning
- markov logic networks
- bayesian network classifiers
- causal relationships
- markov networks
- causal models
- parameter estimation
- conditional independence tests
- probabilistic model
- sample size
- conditional probabilities
- network structure
- probability distribution
- causal discovery
- structure learning algorithm
- learning algorithm
- probabilistic reasoning
- probabilistic graphical models
- training set
- objective function