Fix Fairness, Don't Ruin Accuracy: Performance Aware Fairness Repair using AutoML.

Giang Nguyen Sumon Biswas Hridesh Rajan

Published in: ESEC/SIGSOFT FSE (2023)

Keyphrases

resource allocation
high accuracy
error rate
game theory
prediction accuracy
databases
neural network
computational cost
information systems
artificial neural networks
classification accuracy
search algorithm
real world
high precision
data sets
detection rate
precision and recall
highly accurate
hard constraints