Researchers argue that, in some situations where machine-learning models are used to allocate scarce resources or opportunities, randomizing decisions in a structured way may lead to fairer outcomes.

Aiello, L. C., Collard, M., Thackeray, J. F., and Wood, Bernard A. 2000. "Assessing Exact Randomization Methods for Determining the Taxonomic Significance of ...