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Fairness

Papers

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Showing 1176–1200 of 5676 papers

TitleStatusHype
Data Generation via Latent Factor Simulation for Fairness-aware Re-ranking—0
Adaptive Fairness-Aware Online Meta-Learning for Changing Environments—0
Data Justice in Practice: A Guide for Developers—0
A Tale of Fairness Revisited: Beyond Adversarial Learning for Deep Neural Network Fairness—0
A Systems Thinking Approach to Algorithmic Fairness—0
AI in Support of Diversity and Inclusion—0
Data Management for Causal Algorithmic Fairness—0
Data Obfuscation through Latent Space Projection (LSP) for Privacy-Preserving AI Governance: Case Studies in Medical Diagnosis and Finance Fraud Detection—0
Data Plagiarism Index: Characterizing the Privacy Risk of Data-Copying in Tabular Generative Models—0
A Systematic Review of Machine Learning in Sports Betting: Techniques, Challenges, and Future Directions—0
A Systematic Literature Review on Client Selection in Federated Learning—0
AI for Explaining Decisions in Multi-Agent Environments—0
A Systematic Approach to Group Fairness in Automated Decision Making—0
A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results—0
AI Fairness via Domain Adaptation—0
GRAIL: A Benchmark for GRaph ActIve Learning in Dynamic Sensing Environments—0
A Survey on Trustworthy Recommender Systems—0
A Survey on Trustworthiness in Foundation Models for Medical Image Analysis—0
AI Fairness in Practice—0
A Survey on the Fairness of Recommender Systems—0
Representation Bias in Data: A Survey on Identification and Resolution Techniques—0
AI Fairness: from Principles to Practice—0
A Characterization of Maximum Nash Welfare for Indivisible Goods—0
Data-driven Distributed Control to Scale EV Integration into Power Grid—0
A Survey on Preserving Fairness Guarantees in Changing Environments—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