SOTAVerified

Fairness

Papers

Showing 10511075 of 5676 papers

TitleStatusHype
Enhancing the Accuracy and Fairness of Human Decision MakingCode0
EqGNN: Equalized Node Opportunity in GraphsCode0
Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I NetworksCode0
A Survey on Natural Language Counterfactual GenerationCode0
Enhancing Fairness in Unsupervised Graph Anomaly Detection through DisentanglementCode0
Endowing Pre-trained Graph Models with Provable FairnessCode0
AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic BiasCode0
Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under SufficiencyCode0
Enhancing Fairness of Visual Attribute PredictorsCode0
Embracing Fairness in Consumer Electricity Markets using an Automatic Market MakerCode0
Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering SystemsCode0
A Survey on Group Fairness in Federated Learning: Challenges, Taxonomy of Solutions and Directions for Future ResearchCode0
On Biases in a UK Biobank-based Retinal Image Classification ModelCode0
Empirical Risk Minimization under Fairness ConstraintsCode0
Enhancing Group Fairness in Online Settings Using Oblique Decision ForestsCode0
Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision SystemsCode0
Weak Proxies are Sufficient and Preferable for Fairness with Missing Sensitive AttributesCode0
AI Ethics on Blockchain: Topic Analysis on Twitter Data for Blockchain SecurityCode0
Certified Defense on the Fairness of Graph Neural NetworksCode0
A Survey on Fairness for Machine Learning on GraphsCode0
Efficient Task-Specific Data Valuation for Nearest Neighbor AlgorithmsCode0
EiX-GNN : Concept-level eigencentrality explainer for graph neural networksCode0
Learning to Collaborate Over Graphs: A Selective Federated Multi-Task Learning ApproachCode0
Efficient Estimation of Shortest-Path Distance Distributions to Samples in GraphsCode0
Policy Learning with Observational DataCode0
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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