SOTAVerified

Fairness

Papers

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Showing 2151–2175 of 5676 papers

TitleStatusHype
Fairness of Exposure in Online Restless Multi-armed BanditsCode0
Copycats: the many lives of a publicly available medical imaging dataset—0
Trust the Process: Zero-Knowledge Machine Learning to Enhance Trust in Generative AI Interactions—0
Discipline and Label: A WEIRD Genealogy and Social Theory of Data Annotation—0
FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via Large Language Models—0
Simultaneously Achieving Group Exposure Fairness and Within-Group Meritocracy in Stochastic BanditsCode0
Prompting Fairness: Artificial Intelligence as Game PlayersCode0
Example-based Explanations for Random Forests using Machine Unlearning—0
Learning Fair Ranking Policies via Differentiable Optimization of Ordered Weighted Averages—0
Probabilistic ML Verification via Weighted Model Integration—0
De-amplifying Bias from Differential Privacy in Language Model Fine-tuning—0
GenLens: A Systematic Evaluation of Visual GenAI Model Outputs—0
Measuring Machine Learning Harms from Stereotypes Requires Understanding Who Is Harmed by Which Errors in What Ways—0
Equitable Networked Microgrid Topology Reconfiguration for Wildfire Risk Mitigation—0
Advancing Legal Reasoning: The Integration of AI to Navigate Complexities and Biases in Global Jurisprudence with Semi-Automated Arbitration Processes (SAAPs)—0
Disparate Impact on Group Accuracy of Linearization for Private InferenceCode0
FairWire: Fair Graph Generation—0
Fairness and Privacy Guarantees in Federated Contextual Bandits—0
Causal Feature Selection for Responsible Machine Learning—0
Fair Active Ranking from Pairwise Preferences—0
Verifiable evaluations of machine learning models using zkSNARKsCode0
Intersectional Two-sided Fairness in RecommendationCode0
Bayes-Optimal Fair Classification with Linear Disparity Constraints via Pre-, In-, and Post-processingCode0
TexShape: Information Theoretic Sentence Embedding for Language ModelsCode0
Recommendation Fairness in Social Networks Over Time—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