The Limits of Computation in Solving Equity Trade-Offs in Machine Learning and Justice System Risk Assessment

Jesse Russell

This paper explores how different ideas of racial equity in machine learning, in justice settings in particular, can present trade-offs that are difficult to solve computationally.…