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Causal Inference in Machine Learning and AI

Online lecture on causal data science wtih directed acyclic graphs (DAGs) in the advanced applied econometrics course at KU Leuven, Belgium (May 7, 2020).

Talk is based on the following paper: https://arxiv.org/abs/1912.09104

Further teaching material: https://p-hunermund.com/teaching/