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Fairness

Papers

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Showing 1501–1525 of 5676 papers

TitleStatusHype
Fair Reciprocal Recommendation in Matching MarketsCode0
Reproducibility Study Of Learning Fair Graph Representations Via Automated Data AugmentationsCode0
Multi-Output Distributional Fairness via Post-Processing—0
Fairness in Survival Analysis with Distributionally Robust OptimizationCode0
Testing and Evaluation of Large Language Models: Correctness, Non-Toxicity, and Fairness—0
Fairness-Aware Estimation of Graphical ModelsCode0
Fair Best Arm Identification with Fixed ConfidenceCode0
How Knowledge Distillation Mitigates the Synthetic Gap in Fair Face RecognitionCode0
The Artificial Intelligence Act: critical overview—0
Explainable Artificial Intelligence: A Survey of Needs, Techniques, Applications, and Future Direction—0
A Catalog of Fairness-Aware Practices in Machine Learning Engineering—0
Meta-Learning Empowered Graph Neural Networks for Radio Resource Management—0
Self-Improving Diffusion Models with Synthetic Data—0
FineFACE: Fair Facial Attribute Classification Leveraging Fine-grained FeaturesCode0
GradBias: Unveiling Word Influence on Bias in Text-to-Image Generative ModelsCode0
AdapShare: An RL-Based Dynamic Spectrum Sharing Solution for O-RAN—0
The effects of data preprocessing on probability of default model fairness—0
Responsible AI for Test Equity and Quality: The Duolingo English Test as a Case Study—0
Does Data-Efficient Generalization Exacerbate Bias in Foundation Models?—0
Using Backbone Foundation Model for Evaluating Fairness in Chest Radiography Without Demographic Data—0
Trustworthy and Responsible AI for Human-Centric Autonomous Decision-Making Systems—0
Fairness, Accuracy, and Unreliable Data—0
On Mobility Equity and the Promise of Emerging Transportation Systems—0
Examining the Interplay Between Privacy and Fairness for Speech Processing: A Review and Perspective—0
Post-processing fairness with minimal changes—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