There is no trade-off: enforcing fairness can improve accuracy.

Subha Maity Debarghya Mukherjee Mikhail Yurochkin Yuekai Sun

Published in: CoRR (2020)

Keyphrases

trade off
high accuracy
prediction accuracy
bias variance
database
face recognition
data structure
feature space
real time
data sets
data mining
classification accuracy
computational efficiency
highly accurate
improve the prediction accuracy