Department of Statistics, University of Michigan; IBM Research, MIT-IBM Watson AI Lab
Subha Maity, Debarghya Mukherjee, Mikhail Yurochkin, Yuekai Sun
algorithmic fairness;domain adaptation;sub-population shift;fairness accuracy trade-off
Does enforcing fairness mitigate biases caused by subpopulation shift?