SOTAVerified

Fairness

Papers

Showing 51215130 of 5676 papers

TitleStatusHype
Fairness-Aware Estimation of Graphical ModelsCode0
On Formal Feature Attribution and Its ApproximationCode0
Recall, Robustness, and Lexicographic EvaluationCode0
Bursting the Burden Bubble? An Assessment of Sharma et al.'s Counterfactual-based Fairness MetricCode0
On Biased Behavior of GANs for Face VerificationCode0
Debiasing Text Safety Classifiers through a Fairness-Aware EnsembleCode0
On Generalized Degree Fairness in Graph Neural NetworksCode0
Fairness-Aware Interpretable Modeling (FAIM) for Trustworthy Machine Learning in HealthcareCode0
Training Well-Generalizing Classifiers for Fairness Metrics and Other Data-Dependent ConstraintsCode0
A novel approach for Fair Principal Component Analysis based on eigendecompositionCode0
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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