SOTAVerified

Fairness

Papers

Showing 32513260 of 5676 papers

TitleStatusHype
FairRoad: Achieving Fairness for Recommender Systems with Optimized Antidote Data0
Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting0
Simplicity Bias Leads to Amplified Performance Disparities0
Regulating Gatekeeper AI and Data: Transparency, Access, and Fairness under the DMA, the GDPR, and beyond0
Towards Understanding Fairness and its Composition in Ensemble Machine LearningCode0
Fairify: Fairness Verification of Neural NetworksCode0
A Characterization of Maximum Nash Welfare for Indivisible Goods0
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning0
Fairness and Explainability: Bridging the Gap Towards Fair Model ExplanationsCode0
Pareto Pairwise Ranking for Fairness Enhancement of Recommender Systems0
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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