SOTAVerified

Fairness

Papers

Showing 45214530 of 5676 papers

TitleStatusHype
Towards Procedural Fairness: Uncovering Biases in How a Toxic Language Classifier Uses Sentiment InformationCode0
Generalized Demographic Parity for Group FairnessCode0
Generalized Disparate Impact for Configurable Fairness Solutions in MLCode0
Minimax AUC Fairness: Efficient Algorithm with Provable ConvergenceCode0
Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under SufficiencyCode0
Addressing Fairness, Bias and Class Imbalance in Machine Learning: the FBI-lossCode0
PraFFL: A Preference-Aware Scheme in Fair Federated LearningCode0
Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I NetworksCode0
Minimax Optimal Fair Classification with Bounded Demographic DisparityCode0
Balancing Efficiency and Fairness in On-Demand RidesourcingCode0
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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