SOTAVerified

Fairness

Papers

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Showing 1926–1950 of 5676 papers

TitleStatusHype
Mastery Guided Non-parametric Clustering to Scale-up Strategy Prediction—0
Long-term Fairness For Real-time Decision Making: A Constrained Online Optimization Approach—0
FairGridSearch: A Framework to Compare Fairness-Enhancing ModelsCode0
Fast & Fair: Efficient Second-Order Robust Optimization for Fairness in Machine Learning—0
Marginal Debiased Network for Fair Visual Recognition—0
Evaluating Fairness in Self-supervised and Supervised Models for Sequential Data—0
Synthetic Data in AI: Challenges, Applications, and Ethical Implications—0
Fairness Certification for Natural Language Processing and Large Language Models—0
Are Conventional SNNs Really Efficient? A Perspective from Network Quantization—0
Fair-VPT: Fair Visual Prompt Tuning for Image Classification—0
FADES: Fair Disentanglement with Sensitive Relevance—0
Noise-Aware and Equitable Urban Air Traffic Management: An Optimization Approach—0
New Job, New Gender? Measuring the Social Bias in Image Generation ModelsCode1
Evaluating the Fairness of the MIMIC-IV Dataset and a Baseline Algorithm: Application to the ICU Length of Stay PredictionCode0
Fairness in Serving Large Language ModelsCode3
Fairness-Enhancing Vehicle Rebalancing in the Ride-hailing System—0
Synthetic Data Applications in Finance—0
Automatic Essay Scoring in a Brazilian Scenario—0
Robustness Verification for Knowledge-Based Logic of Risky Driving Scenes—0
FairCompass: Operationalising Fairness in Machine Learning—0
Achieving Fairness in DareFightingICE Agents Evaluation Through a Delay MechanismCode0
Practical Bias Mitigation through Proxy Sensitive Attribute Label Generation—0
BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge—0
Fairness-Aware Structured Pruning in TransformersCode0
A Group Fairness Lens for Large Language Models—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