Neural Causal Structure Discovery from Interventions.
Nan Rosemary KeOlexa BilaniukAnirudh GoyalStefan BauerHugo LarochelleBernhard SchölkopfMichael Curtis MozerChristopher PalYoshua BengioPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- optimal solution
- causal structure
- causal discovery
- causal bayesian networks
- observational data
- causal relationships
- causal models
- discovery process
- experimental data
- causal ordering
- directed acyclic graph
- lower bound
- bayesian networks
- causal graph
- causal relations
- conditional independence
- causal effects
- data mining
- orders of magnitude