Domain Adaptive Decision Trees: Implications for Accuracy and Fairness

Jose M. Alvarez, Kristen M. Scott, Salvatore Ruggieri +1

In uses of pre-trained machine learning models, it is a known issue that the target population in which the model is being deployed may not have been reflected in the source popula…