SOTAVerified

Fairness

Papers

Showing 11011125 of 5676 papers

TitleStatusHype
EqGNN: Equalized Node Opportunity in GraphsCode0
Equalised Odds is not Equal Individual Odds: Post-processing for Group and Individual FairnessCode0
Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition ModelsCode0
AI-based artistic representation of emotions from EEG signals: a discussion on fairness, inclusion, and aestheticsCode0
Enrolment-based personalisation for improving individual-level fairness in speech emotion recognitionCode0
Enhancing the Accuracy and Fairness of Human Decision MakingCode0
Ensuring Fairness Beyond the Training DataCode0
Enumerating Fair Packages for Group RecommendationsCode0
Enhancing Model Robustness and Fairness with Causality: A Regularization ApproachCode0
Enhancing New-item Fairness in Dynamic Recommender SystemsCode0
Enhancing Fairness of Visual Attribute PredictorsCode0
AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual AnalysisCode0
Enhancing Group Fairness in Online Settings Using Oblique Decision ForestsCode0
Enhancing Robust Fairness via Confusional Spectral RegularizationCode0
Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under SufficiencyCode0
Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I NetworksCode0
A Stochastic Optimization Framework for Private and Fair Learning From Decentralized DataCode0
Peer-induced Fairness: A Causal Approach for Algorithmic Fairness AuditingCode0
Endowing Pre-trained Graph Models with Provable FairnessCode0
Enhancing Fairness in Unsupervised Graph Anomaly Detection through DisentanglementCode0
Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice modelsCode0
Evaluation Measures of Individual Item Fairness for Recommender Systems: A Critical StudyCode0
Certified Defense on the Fairness of Graph Neural NetworksCode0
An Algorithmic Framework for Fairness ElicitationCode0
EiX-GNN : Concept-level eigencentrality explainer for 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