Algorithmic Decision Making in the Presence of Unmeasured Confounding

Jongbin Jung, Ravi Shroff, Avi Feller +1

On a variety of complex decision-making tasks, from doctors prescribing treatment to judges setting bail, machine learning algorithms have been shown to outperform expert human jud…