SOTAVerified

Fairness

Papers

Showing 871880 of 5676 papers

TitleStatusHype
Certified Defense on the Fairness of Graph Neural NetworksCode0
Efficient Task-Specific Data Valuation for Nearest Neighbor AlgorithmsCode0
Blind Justice: Fairness with Encrypted Sensitive AttributesCode0
Fair Reciprocal Recommendation in Matching MarketsCode0
Achieving Distributive Justice in Federated Learning via Uncertainty QuantificationCode0
EiX-GNN : Concept-level eigencentrality explainer for graph neural networksCode0
An Algorithmic Framework for Fairness ElicitationCode0
Fair Representation Learning for Heterogeneous Information NetworksCode0
Empirical Risk Minimization under Fairness ConstraintsCode0
Ethical Considerations for Responsible Data CurationCode0
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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