Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints.

Robin Vogel Aurélien Bellet Stéphan Clémençon

Published in: AISTATS (2021)

Keyphrases

reinforcement learning
learning process
learning algorithm
scoring functions
learning tasks
active learning
supervised learning
learning problems
machine learning
decision trees
pairwise
classification accuracy
worst case
background knowledge