Fairness reframed as validity asked one subgroup at a time. An aggregate accuracy number can look fine while the model quietly degrades for smaller groups — differential prediction hiding under the average.
Referenced in
Fairness reframed as validity asked one subgroup at a time. An aggregate accuracy number can look fine while the model quietly degrades for smaller groups — differential prediction hiding under the average.