Li, Danielle; Raymond, Lindsey; Bergman, Peter - 2022
This paper views hiring as a contextual bandit problem: to find the best workers over time, firms must balance … learn about quality). Yet modern hiring algorithms, based on “supervised learning” approaches, are designed solely for … approach improves the quality (as measured by eventual hiring rates) of candidates selected for an interview, while also …