> Maybe the model is biased, how do we know? There are multiple mutually incompatible metrics of fairness, being unbiased in one makes it biased in others. See

> Maybe the model is biased, how do we know? There are multiple mutually incompatible metrics of fairness, being unbiased in one makes it biased in others. See e.g. https://www.chrisstucchio.com/pubs/slides/crunchconf_2018/slides.pdf https://www.chrisstucchio.com/pubs/slides/crunchconf_2018/sl...