Causal Inference as Computational Learning

Professor Judea Pearl gave this fascinating talk at the NIPS workshop on causality in December 2008: Causal Inference as Computational Learning. His revolutionary approach for studying causality may not appear immediately intuitive, but I speculate that this will develop into a new school of thought relevant well beyond machine learning. Perhaps 25 years from now, [...]