SOTAVerified

Fairness

Papers

Showing 10261050 of 5676 papers

TitleStatusHype
Fairness-Aware Structured Pruning in TransformersCode0
Enrolment-based personalisation for improving individual-level fairness in speech emotion recognitionCode0
Size-adaptive Hypothesis Testing for FairnessCode0
Enhancing the Accuracy and Fairness of Human Decision MakingCode0
Ensuring Fairness Beyond the Training DataCode0
Enhancing Model Robustness and Fairness with Causality: A Regularization ApproachCode0
Enhancing New-item Fairness in Dynamic Recommender SystemsCode0
Enhancing Group Fairness in Online Settings Using Oblique Decision ForestsCode0
Adaptive Fair Representation Learning for Personalized Fairness in Recommendations via Information AlignmentCode0
Enhancing Robust Fairness via Confusional Spectral RegularizationCode0
Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition ModelsCode0
Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under SufficiencyCode0
Endowing Pre-trained Graph Models with Provable FairnessCode0
Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I NetworksCode0
Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering SystemsCode0
Empirical Risk Minimization under Fairness ConstraintsCode0
Enhancing Fairness in Unsupervised Graph Anomaly Detection through DisentanglementCode0
A Taxation Perspective for Fair Re-rankingCode0
A Tale of Pronouns: Interpretability Informs Gender Bias Mitigation for Fairer Instruction-Tuned Machine TranslationCode0
AIM: Attributing, Interpreting, Mitigating Data UnfairnessCode0
Achieve Fairness without Demographics for Dermatological Disease DiagnosisCode0
Embracing Fairness in Consumer Electricity Markets using an Automatic Market MakerCode0
Enhancing Fairness of Visual Attribute PredictorsCode0
EiX-GNN : Concept-level eigencentrality explainer for graph neural networksCode0
Efficient Task-Specific Data Valuation for Nearest Neighbor AlgorithmsCode0
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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