Inducing Causal Structure for Interpretable Neural Networks.
Atticus GeigerZhengxuan WuHanson LuJosh RoznerElisa KreissThomas IcardNoah D. GoodmanChristopher PottsPublished in: CoRR (2021)
Keyphrases
- causal structure
- neural network
- causal relationships
- causal discovery
- causal models
- experimental data
- causal ordering
- causal graph
- causal relations
- observational data
- directed acyclic graph
- machine learning
- spatial relations
- multilayer perceptron
- heuristic search
- active learning
- structural equation models
- causal bayesian networks
- data mining