Machine learning and deep learning applications can repeat the errors of physiognomy and Lombrosianism because they treat correlations as causal, and bias reduction alone does not fix this.
Journal of the Royal Statistical Society Series A: Statistics in Society 176(2), 565–584 (2013)
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The Return of Pseudosciences in Artificial Intelligence: Have Machine Learning and Deep Learning Forgotten Lessons from Statistics and History?
Machine learning and deep learning applications can repeat the errors of physiognomy and Lombrosianism because they treat correlations as causal, and bias reduction alone does not fix this.