Evaluating Model Bias Requires Characterizing its Mistakes

Isabela Albuquerque, Jessica Schrouff, David Warde-Farley +3

The ability to properly benchmark model performance in the face of spurious correlations is important to both build better predictors and increase confidence that models are operat…