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Accuracy and fairness trade-offs in machine learning: a stochastic multi-objective approach

Suyun Liu, L. N. Vicente

2022Computational Management Science76 citationsDOI

Topics & Concepts

Computer sciencePareto optimalMathematical optimizationConstraint (computer-aided design)Pareto principleMinificationArtificial intelligenceMachine learningMulti-objective optimizationMathematicsGeometryProgramming languageMachine Learning and Data ClassificationAdversarial Robustness in Machine LearningStochastic Gradient Optimization Techniques
Accuracy and fairness trade-offs in machine learning: a stochastic multi-objective approach | Litcius