A Theoretical Approach to Characterize the Accuracy-Fairness Trade-off Pareto Frontier.

Hua Tang Lu Cheng Ninghao Liu Mengnan Du

Published in: CoRR (2023)

Keyphrases

trade off
bias variance
pareto frontier
computational efficiency
machine learning
evolutionary algorithm
constraint satisfaction
multi objective optimization
bi objective