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Fair When Trained, Unfair When Deployed: Observable Fairness Measures are Unstable in Performative Prediction Settings.
Alan Mishler
Niccolò Dalmasso
Published in:
CoRR (2022)
Keyphrases
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prediction accuracy
prediction model
cooperative
multi layer perceptron
prediction algorithm
databases
training set
prediction error
real time
similarity measure
multi objective
ground truth
resource allocation
elman network