I really enjoyed this paper on #fairness in #AI under distributional shift by Jessica Schrouff and colleagues:
https://arxiv.org/abs/2202.01034
So well written, educational and insightful - thanks to all the authors!
P.S. I discovered this paper because it was mentioned by one of the speakers at the recent #FAIMI event on #fairness of #AI in #medicalimaging - so if you are interested in this research area let me remind you that all FAIMI talks are now available on YouTube:
https://www.youtube.com/playlist?list=PLgwux8eqIFKdWYJTgeoCU4vZ0s6GZtc6e