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Equality Constrained Decision Trees: For the Algorithmic Enforcement of Group Fairness.
Jack K. Fitzsimons
AbdulRahman Al Ali
Michael A. Osborne
Stephen J. Roberts
Published in:
CoRR (2018)
Keyphrases
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decision trees
decision tree induction
predictive accuracy
naive bayes
hard constraints
information systems
feature construction
game theory
text classification
resource allocation
group members
multi class
equivalence relation
data streams
decision tree algorithm
real time
decision tree learning