mdfa: Multi-Differential Fairness Auditor for Black Box Classifiers.

Xavier Gitiaux Huzefa Rangwala

Published in: IJCAI (2019)

Keyphrases

black box
black boxes
white box
support vector
training data
integration testing
training samples
test set
rule extraction
white box testing
decision trees
classification algorithm
neural network
game theory
hybrid systems
test data
state transition
high level
feature selection