SOTAVerified

Fairness

Papers

Showing 34713480 of 5676 papers

TitleStatusHype
Fairness via In-Processing in the Over-parameterized Regime: A Cautionary Tale0
Fairness via Representation Neutralization0
Fairness Vs. Personalization: Towards Equity in Epistemic Utility0
Fairness, Welfare, and Equity in Personalized Pricing0
Fairness with Continuous Optimal Transport0
Fairness With Minimal Harm: A Pareto-Optimal Approach For Healthcare0
Fairness Without Demographics in Human-Centered Federated Learning0
Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values0
Fairness without Regret0
Fairness with Overlapping Groups0
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Benchmark Results

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