SAT-Based Causal Discovery under Weaker Assumptions.
ZhalamaJiji ZhangFrederick EberhardtWolfgang MayerPublished in: UAI (2017)
Keyphrases
- causal discovery
- linear non gaussian
- causal models
- observational data
- causal relationships
- causal structure
- discovery process
- markov blanket
- answer set programming
- bayesian networks
- conditional independence
- directed acyclic graph
- planning problems
- ai planning
- bounded model checking
- sat solvers
- heuristic search
- real world
- version space
- search space
- training data
- sat encodings
- data mining