articleCommunications of the ACMFeb 21, 2019BRONZE OA

The seven tools of causal inference, with reflections on machine learning

JPJudea Pearl

University of California, Los Angeles

Indexed incrossref

Abstract

The kind of causal inference seen in natural human thought can be "algorithmitized" to help produce human-level machine intelligence.

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633
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Topics & keywords

Topics
Keywords
  • Causal inference
  • Computer science
  • Inference
  • Artificial intelligence
  • Machine learning
  • Econometrics
  • Mathematics
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