Inference for a Large Directed Acyclic Graph with Unspecified Interventions.
Chunlin LiXiaotong ShenWei PanPublished in: J. Mach. Learn. Res. (2023)
Keyphrases
- directed acyclic graph
- independence relations
- equivalence class
- random variables
- observational data
- transitive closure
- bayesian network structure
- equivalence classes
- structural learning
- bayesian networks
- causal models
- directed graph
- conditional independence
- possibilistic networks
- probabilistic inference
- exact inference
- inference process
- experimental data
- bayesian network structures
- structural equation models
- dynamic programming