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Fairness

Papers

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Showing 1101–1150 of 5676 papers

TitleStatusHype
Evaluating Fairness in Large Vision-Language Models Across Diverse Demographic Attributes and PromptsCode0
Evaluating Blocking Biases in Entity MatchingCode0
Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language ModelsCode0
Evaluating ChatGPT-4 Vision on Brazil's National Undergraduate Computer Science ExamCode0
Weak Proxies are Sufficient and Preferable for Fairness with Missing Sensitive AttributesCode0
Evolutionary instability of selfish learning in repeated gamesCode0
Estimating the Hessian Matrix of Ranking Objectives for Stochastic Learning to Rank with Gradient Boosted TreesCode0
Cross-model Fairness: Empirical Study of Fairness and Ethics Under Model MultiplicityCode0
AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual AnalysisCode0
Estimating and Improving Fairness with Adversarial LearningCode0
Ethical Considerations for Responsible Data CurationCode0
Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit RateCode0
Equal Opportunity in Online Classification with Partial FeedbackCode0
A Stochastic Optimization Framework for Private and Fair Learning From Decentralized DataCode0
Peer-induced Fairness: A Causal Approach for Algorithmic Fairness AuditingCode0
Equalizing Gender Biases in Neural Machine Translation with Word Embeddings TechniquesCode0
Equipping Federated Graph Neural Networks with Structure-aware Group FairnessCode0
Exacerbating Algorithmic Bias through Fairness AttacksCode0
Expressive Monotonic Neural NetworksCode0
FairDgcl: Fairness-aware Recommendation with Dynamic Graph Contrastive LearningCode0
EqGNN: Equalized Node Opportunity in GraphsCode0
Enumerating Fair Packages for Group RecommendationsCode0
Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision SystemsCode0
Enrolment-based personalisation for improving individual-level fairness in speech emotion recognitionCode0
Enhancing Robust Fairness via Confusional Spectral RegularizationCode0
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)99.86—Unverified
21D-CSNNPredictive Equality (age)97.8—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96—Unverified