Leveraging Expert Consistency to Improve Algorithmic Decision Support

Maria De-Arteaga, Vincent Jeanselme, Artur Dubrawski +1

Machine learning (ML) is increasingly being used to support high-stakes decisions. However, there is frequently a construct gap: a gap between the construct of interest to the deci…