SOTAVerified

Fairness

Papers

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Showing 5476–5500 of 5676 papers

TitleStatusHype
Defining the Collective Intelligence Supply Chain—0
Evaluating Fairness Metrics in the Presence of Dataset Bias—0
Envy-Free Classification—0
Insider Trading with Penalties—0
A General Framework for Temporal Fair User Scheduling in NOMA Systems—0
A Fairness-aware Hybrid Recommender System—0
Fairness-aware Classification: Criterion, Convexity, and Bounds—0
Personalizing Fairness-aware Re-ranking—0
Creating Fair Models of Atherosclerotic Cardiovascular Disease Risk—0
Extracting Fairness Policies from Legal Documents—0
Fair lending needs explainable models for responsible recommendation—0
Simplicity Creates Inequity: Implications for Fairness, Stereotypes, and Interpretability—0
Optimization with Non-Differentiable Constraints with Applications to Fairness, Recall, Churn, and Other Goals—0
A Moral Framework for Understanding of Fair ML through Economic Models of Equality of Opportunity—0
Using Image Fairness Representations in Diversity-Based Re-ranking for Recommendations—0
Fairness-Aware Recommendation of Information Curators—0
Fairness Through Causal Awareness: Learning Latent-Variable Models for Biased Data—0
Learning Optimal Fair Policies—0
Fair Algorithms for Learning in Allocation Problems—0
The implicit fairness criterion of unconstrained learning—0
Investigating Human + Machine Complementarity for Recidivism Predictions—0
Downstream Effects of Affirmative Action—0
A Dichotomous Analysis of Unemployment Benefits—0
Avoiding Disparity Amplification under Different Worldviews—0
The Social Cost of Strategic 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