Causal Discovery from Poisson Branching Structural Causal Model Using High-Order Cumulant with Path Analysis.
Jie QiaoYu XiangZhengming ChenRuichu CaiZhifeng HaoPublished in: AAAI (2024)
Keyphrases
- causal models
- causal discovery
- high order
- structural model
- causal relationships
- causal structure
- conditional independence
- higher order
- directed acyclic graph
- pairwise
- discovery process
- tensor analysis
- causal graph
- causal relations
- bayesian logistic regression
- databases
- physical systems
- utility function
- knowledge discovery
- data analysis
- decision making
- information retrieval