Rambachan, Ashesh; Kleinberg, Jon; Mullainathan, Sendhil; … - 2022
algorithm herself, her equity preference has no effect on the training procedure. So long as the data, however biased, contain … signal, they will be used and the learning algorithm will be the same. Equity preferences alone provide no reason to alter …