Maintaining fairness across distribution shift: do we have viable solutions for real-world applications?
Jessica SchrouffNatalie HarrisOluwasanmi KoyejoIbrahim AlabdulmohsinEva SchniderKrista Opsahl-OngAlex BrownSubhrajit RoyDiana MincuChristina ChenAwa DiengYuan LiuVivek NatarajanAlan KarthikesalingamKatherine A. HellerSilvia ChiappaAlexander D'AmourPublished in: CoRR (2022)
Keyphrases
- real world
- wide range
- data mining
- data sets
- game theory
- search algorithm
- benchmark problems
- random variables
- data distribution
- solution space
- optimization problems
- power law
- uniformly distributed
- normal distribution
- spatial distribution
- probability distribution
- evolutionary algorithm
- case study
- artificial intelligence
- neural network