Counterfactual Normalization: Proactively Addressing Dataset Shift Using Causal Mechanisms.
Adarsh SubbaswamySuchi SariaPublished in: UAI (2018)
Keyphrases
- causal reasoning
- bayesian networks
- causal relationships
- mechanisms underlying
- benchmark datasets
- neural network
- synthetic datasets
- real life
- real time
- text classification
- computational models
- directed acyclic graph
- causal models
- preprocessing
- social networks
- qualitative simulation
- causal networks
- normalization method
- causal inference