Differentiable Causal Backdoor Discovery.
Limor GultchinMatt J. KusnerVarun KanadeRicardo SilvaPublished in: CoRR (2020)
Keyphrases
- causal discovery
- causal models
- causal relationships
- knowledge discovery
- causal networks
- discovery process
- scientific discovery
- bayesian networks
- objective function
- observational data
- data mining
- loss function
- causal inferences
- causal relations
- causal reasoning
- pattern discovery
- information retrieval
- databases
- query language
- database systems
- social networks
- neural network
- data sets