SOTAVerified

Fairness

Papers

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Showing 3076–3100 of 5676 papers

TitleStatusHype
Fairness for Workers Who Pull the Arms: An Index Based Policy for Allocation of Restless Bandit Tasks—0
Re-weighting Based Group Fairness Regularization via Classwise Robust Optimization—0
FAIR-Ensemble: When Fairness Naturally Emerges From Deep Ensembling—0
Domain Adaptive Decision Trees: Implications for Accuracy and FairnessCode0
Why Do Students Lie and Should We Worry? An Analysis of Non-truthful Reporting—0
Toward Fairness in Text Generation via Mutual Information Minimization based on Importance Sampling—0
Fair Attribute Completion on Graph with Missing AttributesCode0
Generative Models of Huge Objects—0
Fairness in Language Models Beyond English: Gaps and Challenges—0
Intersectional Fairness: A Fractal Approach—0
Auditing for Spatial FairnessCode0
Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the DifferenceCode0
Fairguard: Harness Logic-based Fairness Rules in Smart Cities—0
Recall, Robustness, and Lexicographic EvaluationCode0
Drop Edges and Adapt: a Fairness Enforcing Fine-tuning for Graph Neural Networks—0
Uncovering Bias in Face Generation Models—0
On the contribution of pre-trained models to accuracy and utility in modeling distributed energy resources—0
Fair Correlation Clustering in Forests—0
Commonality in Recommender Systems: Evaluating Recommender Systems to Enhance Cultural Citizenship—0
A Unifying Perspective on Multi-Calibration: Game Dynamics for Multi-Objective LearningCode0
Mean Parity Fair Regression in RKHSCode0
Towards Measuring and Scoring Speaker Diarization Fairness—0
InOR-Net: Incremental 3D Object Recognition Network for Point Cloud Representation—0
FederatedTrust: A Solution for Trustworthy Federated Learning—0
SimFair: A Unified Framework for Fairness-Aware Multi-Label 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