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Measuring Model Fairness under Noisy Covariates: A Theoretical Perspective.
Flavien Prost
Pranjal Awasthi
Nick Blumm
Aditee Kumthekar
Trevor Potter
Li Wei
Xuezhi Wang
Ed H. Chi
Jilin Chen
Alex Beutel
Published in:
AIES (2021)
Keyphrases
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mathematical model
formal model
experimental data
viewpoint
probabilistic model
probability distribution
theoretical analysis
computational model
data sets
genetic algorithm
decision making
multiscale
input data
process model
neural network model