SOTAVerified

Fairness

Papers

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Showing 2026–2050 of 5676 papers

TitleStatusHype
Unsupervised Learning for Equitable DER Control—0
Interpretable Machine Learning for Survival AnalysisCode0
Leveraging Synthetic Data for Generalizable and Fair Facial Action Unit Detection—0
Whose Side Are You On? Investigating the Political Stance of Large Language ModelsCode0
Leveraging vision-language models for fair facial attribute classification—0
Scalable Algorithms for Individual Preference Stable Clustering—0
Improving Fairness in Credit Lending Models using Subgroup Threshold Optimization—0
Impact of Objective Function on Spectral Efficiency in Integrated HAPS-Terrestrial Networks—0
Evaluating LLMs for Gender Disparities in Notable Persons—0
Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey—0
B-AVIBench: Towards Evaluating the Robustness of Large Vision-Language Model on Black-box Adversarial Visual-InstructionsCode0
Fairness-Aware Multi-Server Federated Learning Task Delegation over Wireless Networks—0
Pantypes: Diverse Representatives for Self-Explainable ModelsCode0
Generalizing Fairness to Generative Language Models via Reformulation of Non-discrimination CriteriaCode0
REFRESH: Responsible and Efficient Feature Reselection Guided by SHAP Values—0
Measures of relevance to the success of streaming platforms—0
Developing and Deploying Industry Standards for Artificial Intelligence in Education (AIED): Challenges, Strategies, and Future Directions—0
Specification Overfitting in Artificial Intelligence—0
FairRR: Pre-Processing for Group Fairness through Randomized ResponseCode0
Legally Binding but Unfair? Towards Assessing Fairness of Privacy Policies—0
On the Nonconvexity of Push-Forward Constraints and Its Consequences in Machine Learning—0
Improving Fairness in Photovoltaic Curtailments via Daily Topology Reconfiguration for Voltage Control in Power Distribution Networks—0
Fairness Feedback Loops: Training on Synthetic Data Amplifies Bias—0
Price Gouging or Market Forces? Fairness Perceptions of Price Hikes in the Pandemic—0
Balancing Fairness and Accuracy in Data-Restricted Binary Classification—0
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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

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