SOTAVerified

Fairness

Papers

Showing 10211030 of 5676 papers

TitleStatusHype
Attacks on fairness in Federated LearningCode0
A Reproducibility Study of Product-side Fairness in Bundle RecommendationCode0
Empirical Risk Minimization under Fairness ConstraintsCode0
Enhancing Fairness in Unsupervised Graph Anomaly Detection through DisentanglementCode0
Enhancing Model Robustness and Fairness with Causality: A Regularization ApproachCode0
EqGNN: Equalized Node Opportunity in GraphsCode0
Weak Proxies are Sufficient and Preferable for Fairness with Missing Sensitive AttributesCode0
Fair Algorithms for ClusteringCode0
Fairness and bias correction in machine learning for depression prediction: results from four study populationsCode0
Certified Defense on the Fairness of Graph Neural NetworksCode0
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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