Efficient candidate screening under multiple tests and implications for fairness

Lee Cohen, Zachary C. Lipton, Yishay Mansour

When recruiting job candidates, employers rarely observe their underlying skill level directly. Instead, they must administer a series of interviews and/or collate other noisy sign…