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Artificial Intelligence and Causal Inference address the recent development of relationships between artificial intelligence (AI) and causal inference. Despite
Causality, Correlation And Artificial Intelligence For Rational Decision Making
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Causality has been a subject of study for a long time. Often causality is confused with correlation. Human intuition has evolved such that it has learned to ide
The Book of Why
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A Turing Award-winning computer scientist and statistician shows how understanding causality has revolutionized science and will revolutionize artificial intell
Cause Effect Pairs in Machine Learning
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This book presents ground-breaking advances in the domain of causal structure learning. The problem of distinguishing cause from effect (“Does altitude cause
Causality
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Causality offers the first comprehensive coverage of causal analysis in many sciences, including recent advances using graphical methods. Pearl presents a unifi