Maximizing Predictive Performance for Small Subgroups: Functionally Adaptive Interaction Regularization (FAIR)

Daniel Smolyak, Courtney Paulson, Margrét V. Bjarnadóttir

In many healthcare settings, it is both critical to consider fairness when building analytical applications but also uniquely unacceptable to lower model performance for one group…