Hybrid Global Causal Discovery with Local Search.
Sujai HiremathJacqueline R. M. A. MaaschMengxiao GaoPromit GhosalKyra GanPublished in: CoRR (2024)
Keyphrases
- causal discovery
- causal models
- causal relationships
- bayesian networks
- search algorithm
- discovery process
- causal structure
- conditional independence
- observational data
- markov blanket
- search space
- machine learning
- simulated annealing
- genetic algorithm
- database
- directed acyclic graph
- decision makers
- graphical models
- decision making