Differentiable Causal Backdoor Discovery.
Limor GultchinMatt J. KusnerVarun KanadeRicardo SilvaPublished in: AISTATS (2020)
Keyphrases
- causal discovery
- causal models
- discovery process
- causal relationships
- bayesian networks
- objective function
- knowledge discovery
- scientific discovery
- loss function
- causal structure
- causal networks
- observational data
- causal reasoning
- database systems
- data mining
- evolutionary algorithm
- pattern discovery
- similarity measure
- case study
- e learning
- artificial intelligence
- learning algorithm
- real world
- neural network