SOTAVerified

Fairness

Papers

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Showing 3111–3120 of 5676 papers

TitleStatusHype
FairCLIP: Social Bias Elimination based on Attribute Prototype Learning and Representation Neutralization—0
Fair Clustering: Critique, Caveats, and Future Directions—0
Fair Clustering for Data Summarization: Improved Approximation Algorithms and Complexity Insights—0
Fair Clustering Under a Bounded Cost—0
Fair Clustering Using Antidote Data—0
Fair Clustering via Alignment—0
Fair clustering via equitable group representations—0
Fair Clustering via Hierarchical Fair-Dirichlet Process—0
FairCompass: Operationalising Fairness in Machine Learning—0
Fair Compensation—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