Diffusion Models for Causal Discovery via Topological Ordering.
Pedro SanchezXiao LiuAlison Q. O'NeilSotirios A. TsaftarisPublished in: CoRR (2022)
Keyphrases
- causal discovery
- diffusion models
- causal models
- diffusion model
- information diffusion
- causal relationships
- discovery process
- causal structure
- social networks
- bayesian networks
- directed acyclic graph
- conditional independence
- influence maximization
- viral marketing
- observational data
- machine learning
- upper bound
- objective function