The Costs of Pretending That There Are Data-Generating Probability Distributions in the Social World
arXiv:2407.17395v5 Announce Type: replace
Abstract: Machine Learning research, including work promoting fair or equitable algorithms, often relies on the concept of a data-generating probability distribution. The standard presumption is that since dat…