On the Relationship Between Explanation and Prediction: A Causal View.

Amir-Hossein Karimi Krikamol Muandet Simon Kornblith Bernhard Schölkopf Been Kim

Published 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