Automatic Racial Discrimination via Artificial Intelligence
arxiv.org
arxiv.org
Perhaps all they're detecting is that the criminal faces are mugshots, and the subjects are stressed and unhappy. They look upset. The noncriminals are all wearing a suit and tie, and look relaxed.
I am certain that the research is spurious.
If I had a population that was 90% non-criminal, and the accuracy of the face predictor something like 75% (for non-criminal and criminal), wouldn't my predictor that always outputs non-criminal almost always be more accurate?