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Fairness

Papers

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Showing 4401–4425 of 5676 papers

TitleStatusHype
My Answer Is NOT 'Fair': Mitigating Social Bias in Vision-Language Models via Fair and Biased Residuals—0
"My Kind of Woman": Analysing Gender Stereotypes in AI through The Averageness Theory and EU Law—0
Nash Regret Guarantees for Linear Bandits—0
Nash Welfare and Facility Location—0
National Origin Discrimination in Deep-learning-powered Automated Resume Screening—0
Navigating Ensemble Configurations for Algorithmic Fairness—0
Navigating Fairness in Radiology AI: Concepts, Consequences,and Crucial Considerations—0
Navigating Fairness Measures and Trade-Offs—0
Navigating Fairness: Practitioners' Understanding, Challenges, and Strategies in AI/ML Development—0
Navigating LLM Ethics: Advancements, Challenges, and Future Directions—0
Navigating Towards Fairness with Data Selection—0
N-Critics: Self-Refinement of Large Language Models with Ensemble of Critics—0
Learning Payment-Free Resource Allocation Mechanisms—0
Near-Optimal Solutions of Constrained Learning Problems—0
Negotiative Alignment: Embracing Disagreement to Achieve Fairer Outcomes -- Insights from Urban Studies—0
Nested Counterfactual Identification from Arbitrary Surrogate Experiments—0
Networked Fairness in Cake Cutting—0
Neural Causal Models for Counterfactual Identification and Estimation—0
Neural Dynamic Data Valuation—0
NeuroLIP: Interpretable and Fair Cross-Modal Alignment of fMRI and Phenotypic Text—0
Neuro-Symbolic Rule Lists—0
Neutralizing the Narrative: AI-Powered Debiasing of Online News Articles—0
New Fairness Metrics for Recommendation that Embrace Differences—0
From Pseudorandomness to Multi-Group Fairness and Back—0
New Metrics to Evaluate the Performance and Fairness of Personalized Federated Learning—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