Understanding and Improving Fairness-Accuracy Trade-offs in Multi-Task Learning

Yuyan Wang, Xuezhi Wang, Alex Beutel +3

As multi-task models gain popularity in a wider range of machine learning applications, it is becoming increasingly important for practitioners to understand the fairness implicati…