SOTAVerified

Fairness

Papers

Showing 11261150 of 5676 papers

TitleStatusHype
Ensuring Fairness Beyond the Training DataCode0
Equal Experience in Recommender SystemsCode0
Enhancing Fairness of Visual Attribute PredictorsCode0
Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I NetworksCode0
Enhancing Group Fairness in Online Settings Using Oblique Decision ForestsCode0
Empirical Risk Minimization under Fairness ConstraintsCode0
Conditioning on Time is All You Need for Synthetic Survival Data GenerationCode0
Endowing Pre-trained Graph Models with Provable FairnessCode0
Conditional Supervised Contrastive Learning for Fair Text ClassificationCode0
Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering SystemsCode0
Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under SufficiencyCode0
Equal Improvability: A New Fairness Notion Considering the Long-term ImpactCode0
Assessing Social and Intersectional Biases in Contextualized Word RepresentationsCode0
Conformal Classification with Equalized Coverage for Adaptively Selected GroupsCode0
Conformalized Fairness via Quantile RegressionCode0
Enhancing Fairness in Unsupervised Graph Anomaly Detection through DisentanglementCode0
Conformal Prediction Sets Can Cause Disparate ImpactCode0
Enhancing Model Robustness and Fairness with Causality: A Regularization ApproachCode0
Enhancing New-item Fairness in Dynamic Recommender SystemsCode0
An Algorithmic Framework for Fairness ElicitationCode0
Enhancing the Accuracy and Fairness of Human Decision MakingCode0
Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition ModelsCode0
A Human-in-the-Loop Fairness-Aware Model Selection Framework for Complex Fairness Objective LandscapesCode0
E Pluribus Unum: Guidelines on Multi-Objective Evaluation of Recommender SystemsCode0
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