Automatic algorithmic affirmative action, by Ashesh Rambachan and Jonathan Roth

There's a concept that human bias might be built into ML systems. Rambachan and Roth model look at the classes of cases where this bias is in-built by the ML-algo selecting its own training data. And sees if the bias is reinforcing or self-correcting.