Diffusion Models for Causal Discovery via Topological Ordering.
Pedro SanchezXiao LiuAlison Q. O'NeilSotirios A. TsaftarisPublished in: ICLR (2023)
Keyphrases
- causal discovery
- diffusion models
- diffusion model
- causal models
- information diffusion
- causal relationships
- discovery process
- social networks
- bayesian networks
- causal structure
- directed acyclic graph
- conditional independence
- influence maximization
- greedy algorithm
- viral marketing
- supply chain
- probability distribution
- computational complexity