On the Relationship Between Explanation and Prediction: A Causal View.
Amir-Hossein KarimiKrikamol MuandetSimon KornblithBernhard SchölkopfBeen KimPublished in: CoRR (2022)
Keyphrases
- causal reasoning
- causal explanation
- prediction accuracy
- causal knowledge
- prediction algorithm
- prediction error
- data sets
- cost based abduction
- explanation based learning
- counter intuitive
- machine learning
- databases
- prediction model
- multiple views
- causal models
- causal relationships
- structural model
- data streams
- artificial intelligence
- causal structure
- real time