Abstracting Fairness: Oracles, Metrics, and Interpretability.

Cynthia Dwork Christina Ilvento Guy N. Rothblum Pragya Sur

Published in: CoRR (2020)

Keyphrases

resource allocation
prediction accuracy
active learning
evaluation metrics
game theory
similarity metrics
real world
rule base
multiscale
learning algorithm
object oriented
metadata
test cases
information systems
computer vision
genetic algorithm
machine learning