Differentiable Causal Discovery Under Latent Interventions.
Gonçalo Rui Alves FariaAndré F. T. MartinsMário A. T. FigueiredoPublished in: CLeaR (2022)
Keyphrases
- causal discovery
- causal models
- causal relationships
- discovery process
- causal structure
- latent variables
- bayesian networks
- directed acyclic graph
- conditional independence
- markov blanket
- objective function
- observational data
- random variables
- causal effects
- sufficient conditions
- classification accuracy
- reinforcement learning