Algorithmic Censoring in Dynamic Learning Systems

Jennifer Chien, Margaret Roberts, Berk Ustun

Dynamic learning systems subject to selective labeling exhibit censoring, i.e. persistent negative predictions assigned to one or more subgroups of points. In applications like con…