SOTAVerified

Fairness

Papers

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Showing 2726–2750 of 5676 papers

TitleStatusHype
Learning to Generate Equitable Text in Dialogue from Biased Training DataCode0
Counterfactual Explanation for Fairness in Recommendation—0
Fairness-aware Federated Minimax Optimization with Convergence Guarantee—0
Fairness and Diversity in Recommender Systems: A SurveyCode0
On The Impact of Machine Learning Randomness on Group Fairness—0
Is ChatGPT a Good Personality Recognizer? A Preliminary Study—0
Fairness-Aware Graph Neural Networks: A Survey—0
On Formal Feature Attribution and Its ApproximationCode0
Incentive Allocation in Vertical Federated Learning Based on Bankruptcy Problem—0
CuTS: Customizable Tabular Synthetic Data GenerationCode0
Federated Learning over a Wireless Network: Distributed User Selection through Random Access—0
RADAR: Robust AI-Text Detection via Adversarial Learning—0
Subjective Crowd Disagreements for Subjective Data: Uncovering Meaningful CrowdOpinion with Population-level LearningCode0
When Fair Classification Meets Noisy Protected AttributesCode0
Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation—0
BaBE: Enhancing Fairness via Estimation of Latent Explaining Variables—0
Through the Fairness Lens: Experimental Analysis and Evaluation of Entity MatchingCode0
Analysis of Scheduling schemes based on Carrier Aggregation in LTE-Advanced and their improvement—0
Dynamical Isometry based Rigorous Fair Neural Architecture Search—0
Algorithms, Incentives, and Democracy—0
Shapley Sets: Feature Attribution via Recursive Function Decomposition—0
Mitigating Calibration Bias Without Fixed Attribute Grouping for Improved Fairness in Medical Imaging Analysis—0
Wearable-based Fair and Accurate Pain Assessment Using Multi-Attribute Fairness Loss in Convolutional Neural Networks—0
Robust Beamforming Design for Fairness-Aware Energy Efficiency Maximization in RIS-Assisted mmWave Communications—0
Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision SystemsCode0
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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