Bias in Evaluation Processes: An Optimization-Based Model

L. Elisa Celis, Amit Kumar, Anay Mehrotra +1

Biases with respect to socially-salient attributes of individuals have been well documented in evaluation processes used in settings such as admissions and hiring. We view such an…