It seems like this is measuring algorithms against the disparate impact standard of all demographic groups needing to have the same aggregate results. Which is extra weird because the samples to this are applications, not humans, so this is subject to bias in how people apply to these positions. So if a demographic group is more likely to apply to some jobs they are not qualified for, this paper would say they are be…
> So if a demographic group is more likely to apply to some jobs they are not qualified for, this paper would say they are being discriminated against. Your understanding appears to be incorrect. > Our research also found that this pattern does not appear to be the case in other circumstances. We analyzed data from the largest prior study of hiring decisions, which sent 83,000 applications to 108 Fortune 500 firms du…
Could this be an opportunity in disguise? Somehow learn what this function wants, maximize it, then the entire industry opens up?