Talia B. Gillis — Articles

The Input Fallacy

Minnesota Law Review, Vol. 106: Iss. 3

Algorithmic credit pricing threatens to discriminate against protected groups. Traditionally, fair lending law has addressed such threats by scrutinizing inputs. But input scrutiny has become a fallacy in the world of algorithms.

Using a rich dataset of mortgages, I simulate...