Adjustment Identification Distance: A gadjid for Causal Structure Learning.
Leonard HenckelTheo WürtzenSebastian WeichwaldPublished in: CoRR (2024)
Keyphrases
- structure learning
- bayesian networks
- markov blanket
- graphical models
- bayesian network structure learning
- parameter learning
- conditional independence
- parameter estimation
- markov logic networks
- bayesian network classifiers
- causal models
- transfer learning
- causal relationships
- sample size
- conditional independence tests
- structure learning algorithm
- probabilistic model
- random variables
- markov networks
- belief propagation
- probabilistic reasoning
- pairwise
- model selection
- causal reasoning
- posterior probability
- data mining
- hidden variables
- directed acyclic graph