SOTAVerified

Fairness

Papers

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Showing 2226–2250 of 5676 papers

TitleStatusHype
Gender Bias in Machine Translation and The Era of Large Language Models—0
Enhancing the Fairness and Performance of Edge Cameras with Explainable AI—0
Biases in Expected Goals Models Confound Finishing Ability—0
Towards providing reliable job completion time predictions using PCSCode0
Analyzing and Mitigating Bias for Vulnerable Classes: Towards Balanced Representation in Dataset—0
Model Compression Techniques in Biometrics Applications: A SurveyCode0
Mitigating Position Bias with Regularization for Recommender Systems—0
On the Readiness of Scientific Data for a Fair and Transparent Use in Machine Learning—0
A Novel Approach to Fair Power Allocation for NOMA in Visible Light Communication—0
Statistical Analysis and Optimization of a Fifth-Percentile User Rate Constrained Design for FFR/SFR-Aided OFDMA-Based Cellular Networks—0
Performance Analysis and Optimisation of FFR-Aided OFDMA Networks using Channel-Aware Scheduling—0
The Impact of Differential Feature Under-reporting on Algorithmic Fairness—0
Achieve Fairness without Demographics for Dermatological Disease DiagnosisCode0
Fairness Concerns in App Reviews: A Study on AI-based Mobile Apps—0
Data vs. Model Machine Learning Fairness Testing: An Empirical Study—0
Fairness-aware Photovoltaic Generation Limits for Voltage Regulation in Power Distribution Networks using Conservative Linear Approximations—0
A General Approach for Computing a Consensus in Group Decision Making That Integrates Multiple Ethical PrinciplesCode0
Towards Engineering Fair and Equitable Software Systems for Managing Low-Altitude Airspace AuthorizationsCode0
On the (In)Compatibility between Group Fairness and Individual FairnessCode0
Towards Responsible AI in Banking: Addressing Bias for Fair Decision-Making—0
FedDriveScore: Federated Scoring Driving Behavior with a Mixture of Metric Distributions—0
An investigation of structures responsible for gender bias in BERT and DistilBERT—0
Striking a Balance in Fairness for Dynamic Systems Through Reinforcement LearningCode0
A Semantic-Aware Multiple Access Scheme for Distributed, Dynamic 6G-Based ApplicationsCode0
Deep Learning Meets Mechanism Design: Key Results and Some Novel Applications—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