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Fairness

Papers

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Showing 3451–3475 of 5676 papers

TitleStatusHype
Fairness Score and Process Standardization: Framework for Fairness Certification in Artificial Intelligence Systems—0
Fairness Shields: Safeguarding against Biased Decision Makers—0
Fairness Testing of Deep Image Classification with Adequacy Metrics—0
Fairness Testing: Testing Software for Discrimination—0
Fairness Testing through Extreme Value Theory—0
Fairness Through Causal Awareness: Learning Latent-Variable Models for Biased Data—0
Fairness Through Computationally-Bounded Awareness—0
Fairness Through Domain Awareness: Mitigating Popularity Bias For Music Discovery—0
Fairness through Equality of Effort—0
Fairness through Social Welfare Optimization—0
Fairness Through Regularization for Learning to Rank—0
Fairness Uncertainty Quantification: How certain are you that the model is fair?—0
Fairness under Competition—0
Fairness Under Composition—0
Fairness Under Feature Exemptions: Counterfactual and Observational Measures—0
Fair Machine Learning Under Partial Compliance—0
Fairness-Utilization Trade-off in Wireless Networks with Explainable Kolmogorov-Arnold Networks—0
Fairness via Adversarial Attribute Neighbourhood Robust Learning—0
Fairness via AI: Bias Reduction in Medical Information—0
Fairness via Explanation Quality: Evaluating Disparities in the Quality of Post hoc Explanations—0
Fairness via In-Processing in the Over-parameterized Regime: A Cautionary Tale—0
Fairness via Representation Neutralization—0
Fairness Vs. Personalization: Towards Equity in Epistemic Utility—0
Fairness, Welfare, and Equity in Personalized Pricing—0
Fairness with Continuous Optimal Transport—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86—Unverified
21D-CSNNPredictive Equality (age)97.8—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96—Unverified