SOTAVerified

Fairness

Papers

Showing 29913000 of 5676 papers

TitleStatusHype
Information-Theoretic Testing and Debugging of Fairness Defects in Deep Neural Networks0
Reweighted Mixup for Subpopulation Shift0
Best Arm Identification with Fairness Constraints on Subpopulations0
Connecting Fairness in Machine Learning with Public Health Equity0
Last-Layer Fairness Fine-tuning is Simple and Effective for Neural NetworksCode0
Fairness through Aleatoric UncertaintyCode0
Assessing Perceived Fairness from Machine Learning Developer's Perspective0
Inductive Graph UnlearningCode0
Globalizing Fairness Attributes in Machine Learning: A Case Study on Health in Africa0
Blaming Humans and Machines: What Shapes People's Reactions to Algorithmic Harm0
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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