SOTAVerified

Fairness

Papers

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Showing 3826–3850 of 5676 papers

TitleStatusHype
Understanding Unfairness in Fraud Detection through Model and Data Bias Interactions—0
On the Cause of Unfairness: A Training Sample Perspective—0
Under the Radar -- Auditing Fairness in ML for Humanitarian Mapping—0
Unfair Exposure of Artists in Music Recommendation—0
Unfairness Despite Awareness: Group-Fair Classification with Strategic Agents—0
Unfairness Discovery and Prevention For Few-Shot Regression—0
(Un)fairness in Post-operative Complication Prediction Models—0
Unified Browsing Models for Linear and Grid Layouts—0
Unified Group Fairness on Federated Learning—0
Unifying Distillation with Personalization in Federated Learning—0
Unintended Selection: Persistent Qualification Rate Disparities and Interventions—0
Universal Laws of Human Society's Income Distribution—0
University of Washington at TREC 2020 Fairness Ranking Track—0
Unlearning Algorithmic Biases over Graphs—0
Unleashing Linear Optimizers for Group-Fair Learning and Optimization—0
Unleashing the power of Neural Collapse for Transferability Estimation—0
Unlocking Fairness: a Trade-off Revisited—0
Rethinking Training for De-biasing Text-to-Image Generation: Unlocking the Potential of Stable Diffusion—0
Unlocking the Black Box: Analysing the EU Artificial Intelligence Act's Framework for Explainability in AI—0
Unmasking Bias in AI: A Systematic Review of Bias Detection and Mitigation Strategies in Electronic Health Record-based Models—0
Unmasking Gender Bias in Recommendation Systems and Enhancing Category-Aware Fairness—0
Unmasking Nationality Bias: A Study of Human Perception of Nationalities in AI-Generated Articles—0
Unsupervised Learning for Equitable DER Control—0
Unveiling Bias in Fairness Evaluations of Large Language Models: A Critical Literature Review of Music and Movie Recommendation Systems—0
Unveiling Performance Challenges of Large Language Models in Low-Resource Healthcare: A Demographic Fairness Perspective—0
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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