D'ya like DAGs? A Survey on Structure Learning and Causal Discovery.
Matthew J. VowelsNecati Cihan CamgözRichard BowdenPublished in: CoRR (2021)
Keyphrases
- causal discovery
- structure learning
- directed acyclic graph
- conditional independence
- causal models
- bayesian networks
- random variables
- graphical models
- markov blanket
- parameter learning
- bayesian network classifiers
- directed graph
- transfer learning
- causal relationships
- network structure
- equivalence classes
- belief networks
- knn
- computational complexity
- reinforcement learning