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Cause Effect Pairs in Machine Learning

Berna Bakir Batu , Isabelle Guyon , Alexander Statnikov

This book presents ground-breaking advances in the domain of causal structure learning. The problem of distinguishing cause from effect (“Does altitude cause a change in atmospheric pressure, or vice versa?”) is here cast as a binary classification problem, to...