Achieving Equity via Transfer Learning With Fairness Optimization
Wang X, Chang C, Yang C. Achieving Equity via Transfer Learning With Fairness Optimization. IEEE Access 2024, 12: 195229-195241. DOI: 10.1109/access.2024.3519465.Peer-Reviewed Original ResearchBias mitigation approachesFairness optimizationTransfer learningReal-world datasetsMachine learning algorithmsMachine learning modelsDecision-making systemMinimal performance degradationFairness enhancementFairness constraintsAccurate classifierLearning algorithmsAI systemsTraining processMitigation approachesLearning modelsTrade-OffsPerformance degradationPerformance impactSuperior fairnessPerformance optimizationFairnessPredictive performanceLearningMachine
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