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Fairness

Papers

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Showing 2351–2375 of 5676 papers

TitleStatusHype
Elucidate Gender Fairness in Singing Voice TranscriptionCode1
Bias Behind the Wheel: Fairness Testing of Autonomous Driving SystemsCode0
The Impact of Group Membership Bias on the Quality and Fairness of Exposure in Ranking—0
Hard Adversarial Example Mining for Improving Robust Fairness—0
A Multidimensional Analysis of Social Biases in Vision Transformers—0
Target specification bias, counterfactual prediction, and algorithmic fairness in healthcare—0
Price-Aware Deep Learning for Electricity Markets—0
SYNAuG: Exploiting Synthetic Data for Data Imbalance Problems—0
Fair Models in Credit: Intersectional Discrimination and the Amplification of Inequity—0
Monitoring Algorithmic Fairness under Partial Observations—0
A Suite of Fairness Datasets for Tabular Classification—0
On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook—0
Towards Trustworthy and Aligned Machine Learning: A Data-centric Survey with Causality Perspectives—0
No Fair Lunch: A Causal Perspective on Dataset Bias in Machine Learning for Medical Imaging—0
Robust Electric Vehicle Balancing of Autonomous Mobility-On-Demand System: A Multi-Agent Reinforcement Learning Approach—0
An Automata-Theoretic Approach to Synthesizing Binarized Neural Networks—0
RoCar: A Relationship Network-based Evaluation Method for Large Language ModelsCode0
Holistic Survey of Privacy and Fairness in Machine Learning—0
LUCID-GAN: Conditional Generative Models to Locate UnfairnessCode0
Is this model reliable for everyone? Testing for strong calibrationCode0
The Initial Screening Order ProblemCode0
Bipartite Ranking Fairness through a Model Agnostic Ordering AdjustmentCode0
Fair Machine Unlearning: Data Removal while Mitigating DisparitiesCode0
Sources of Opacity in Computer Systems: Towards a Comprehensive Taxonomy—0
Fairness Improvement with Multiple Protected Attributes: How Far Are We?Code0
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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