Diffusion Model in Causal Inference with Unmeasured Confounders.
Tatsuhiro ShimizuPublished in: CoRR (2023)
Keyphrases
- diffusion model
- causal inference
- observational data
- experimental data
- directed acyclic graph
- causal discovery
- causal models
- anisotropic diffusion
- information diffusion
- latent variables
- bayesian networks
- diffusion process
- sample size
- causal relationships
- additive noise
- diffusion tensor
- abductive reasoning
- medical images
- discrete data
- social networks
- graphical models
- nonmonotonic reasoning
- data mining
- markov chain
- logic programming