Differentiable Causal Discovery Under Latent Interventions.
Gonçalo R. A. FariaAndré F. T. MartinsMário A. T. FigueiredoPublished in: CoRR (2022)
Keyphrases
- causal discovery
- causal models
- causal relationships
- causal structure
- discovery process
- latent variables
- bayesian networks
- directed acyclic graph
- objective function
- markov blanket
- conditional independence
- observational data
- random variables
- probabilistic model
- gene expression
- gaussian process
- dynamic programming
- pairwise
- causal relations
- causal graph
- machine learning