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The seven tools of causal inference, with reflections on machine learning.
Judea Pearl
Published in:
Commun. ACM (2019)
Keyphrases
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causal inference
machine learning
additive noise
decision trees
nonmonotonic reasoning
discrete data
rare events
learning algorithm
knowledge discovery
natural language processing
text mining
probabilistic model
information extraction
observational data