SOTAVerified

Fairness

Papers

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Showing 1301–1325 of 5676 papers

TitleStatusHype
Data Obfuscation through Latent Space Projection (LSP) for Privacy-Preserving AI Governance: Case Studies in Medical Diagnosis and Finance Fraud Detection—0
ACE: Adaptive Constraint-aware Early Stopping in Hyperparameter Optimization—0
Data Plagiarism Index: Characterizing the Privacy Risk of Data-Copying in Tabular Generative Models—0
Data Preparation for Fairness-Performance Trade-Offs: A Practitioner-Friendly Alternative?—0
Auction-Based Scheduling—0
Data Privacy and Trustworthy Machine Learning—0
AI Ethics Needs Good Data—0
DemOpts: Fairness corrections in COVID-19 case prediction models—0
Data Representativeness in Accessibility Datasets: A Meta-Analysis—0
Data Representativity for Machine Learning and AI Systems—0
Dataset Distribution Impacts Model Fairness: Single vs. Multi-Task Learning—0
Auditing and Achieving Intersectional Fairness in Classification Problems—0
Dataset | Mindset = Explainable AI | Interpretable AI—0
Dataset Representativeness and Downstream Task Fairness—0
Counterfactual Explanation for Fairness in Recommendation—0
Collaborative Mean Estimation Among Heterogeneous Strategic Agents: Individual Rationality, Fairness, and Truthful Contribution—0
Datasheets for Machine Learning Sensors: Towards Transparency, Auditability, and Responsibility for Intelligent Sensing—0
Algorithm Fairness in AI for Medicine and Healthcare—0
Data Trading Combination Auction Mechanism based on the Exponential Mechanism—0
Data vs. Model Machine Learning Fairness Testing: An Empirical Study—0
A Survey on Fairness-aware Recommender Systems—0
DBFed: Debiasing Federated Learning Framework based on Domain-Independent—0
D-BIAS: A Causality-Based Human-in-the-Loop System for Tackling Algorithmic Bias—0
Dbias: Detecting biases and ensuring Fairness in news articles—0
DemoShapley: Valuation of Demonstrations for In-Context Learning—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