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Fairness

Papers

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Showing 2601–2650 of 5676 papers

TitleStatusHype
UP5: Unbiased Foundation Model for Fairness-aware RecommendationCode0
Latent Imitator: Generating Natural Individual Discriminatory Instances for Black-Box Fairness Testing—0
Improving Fairness in AI Models on Electronic Health Records: The Case for Federated Learning MethodsCode0
On the Fairness Impacts of Private Ensembles Models—0
Comparing Software Developers with ChatGPT: An Empirical Investigation—0
Trustworthy Federated Learning: A Survey—0
In the Name of Fairness: Assessing the Bias in Clinical Record De-identificationCode0
Comparing Biases and the Impact of Multilingual Training across Multiple Languages—0
Exploiting Biased Models to De-bias Text: A Gender-Fair Rewriting ModelCode0
RobustFair: Adversarial Evaluation through Fairness Confusion Directed Gradient SearchCode0
Prevention is better than cure: a case study of the abnormalities detection in the chest—0
BAD: BiAs Detection for Large Language Models in the context of candidate screeningCode1
Mitigating Group Bias in Federated Learning: Beyond Local FairnessCode0
"I'm fully who I am": Towards Centering Transgender and Non-Binary Voices to Measure Biases in Open Language Generation—0
Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive MapsCode0
Fairness and Diversity in Information Access Systems—0
What's the Problem, Linda? The Conjunction Fallacy as a Fairness Problem—0
Consumer-side Fairness in Recommender Systems: A Systematic Survey of Methods and Evaluation—0
Consensus and Subjectivity of Skin Tone Annotation for ML Fairness—0
Data Bias Management—0
Skin Deep: Investigating Subjectivity in Skin Tone Annotations for Computer Vision Benchmark DatasetsCode0
Private Training Set Inspection in MLaaS—0
From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP ModelsCode1
Attention-based QoE-aware Digital Twin Empowered Edge Computing for Immersive Virtual Reality—0
Rate-Splitting Multiple Access: The First Prototype and Experimental Validation of its Superiority over SDMA and NOMA—0
Learn to Unlearn: A Survey on Machine Unlearning—0
Parameterized Approximation for Robust Clustering in Discrete Geometric Spaces—0
Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model RecommendationCode1
Data quality dimensions for fair AICode4
A Survey on Intersectional Fairness in Machine Learning: Notions, Mitigation, and Challenges—0
Fairness in Machine Learning meets with Equity in Healthcare—0
A statistical approach to detect sensitive features in a group fairness setting—0
Exploring the Landscape of Machine Unlearning: A Comprehensive Survey and Taxonomy—0
A Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making SystemsCode0
MoCA: Memory-Centric, Adaptive Execution for Multi-Tenant Deep Neural NetworksCode1
Towards unraveling calibration biases in medical image analysis—0
GPT in Game Theory Experiments—0
The Role of Relevance in Fair RankingCode0
Distribution-aware Fairness Test GenerationCode0
MO-DEHB: Evolutionary-based Hyperband for Multi-Objective Optimization—0
First-Choice Maximality Meets Ex-ante and Ex-post Fairness—0
Runtime Monitoring of Dynamic Fairness Properties—0
PiML Toolbox for Interpretable Machine Learning Model Development and DiagnosticsCode3
Rethinking Class Imbalance in Machine Learning—0
Fairness in Image Search: A Study of Occupational Stereotyping in Image Retrieval and its DebiasingCode0
Algorithmic Unfairness through the Lens of EU Non-Discrimination Law: Or Why the Law is not a Decision Tree—0
A Comprehensive Study on Dataset Distillation: Performance, Privacy, Robustness and Fairness—0
Mining bias-target Alignment from Voronoi CellsCode0
Statistical Inference for Fairness AuditingCode1
Integrating Psychometrics and Computing Perspectives on Bias and Fairness in Affective Computing: A Case Study of Automated Video Interviews—0
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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