D'ya Like DAGs? A Survey on Structure Learning and Causal Discovery.
Matthew J. VowelsNecati Cihan CamgözRichard BowdenPublished in: ACM Comput. Surv. (2023)
Keyphrases
- structure learning
- causal discovery
- directed acyclic graph
- conditional independence
- causal models
- bayesian networks
- graphical models
- markov blanket
- random variables
- parameter learning
- directed graph
- bayesian network classifiers
- causal relationships
- pairwise
- belief networks
- transfer learning
- parameter estimation
- equivalence classes
- causal graph
- random walk