SOTAVerified

Fairness

Papers

Showing 29012925 of 5676 papers

TitleStatusHype
What's the Problem, Linda? The Conjunction Fallacy as a Fairness Problem0
Consensus and Subjectivity of Skin Tone Annotation for ML Fairness0
Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive MapsCode0
Attention-based QoE-aware Digital Twin Empowered Edge Computing for Immersive Virtual Reality0
Skin Deep: Investigating Subjectivity in Skin Tone Annotations for Computer Vision Benchmark DatasetsCode0
Private Training Set Inspection in MLaaS0
Data Bias Management0
Parameterized Approximation for Robust Clustering in Discrete Geometric Spaces0
Rate-Splitting Multiple Access: The First Prototype and Experimental Validation of its Superiority over SDMA and NOMA0
Learn to Unlearn: A Survey on Machine Unlearning0
A statistical approach to detect sensitive features in a group fairness setting0
A Survey on Intersectional Fairness in Machine Learning: Notions, Mitigation, and Challenges0
Fairness in Machine Learning meets with Equity in Healthcare0
A Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making SystemsCode0
Exploring the Landscape of Machine Unlearning: A Comprehensive Survey and Taxonomy0
GPT in Game Theory Experiments0
The Role of Relevance in Fair RankingCode0
Towards unraveling calibration biases in medical image analysis0
MO-DEHB: Evolutionary-based Hyperband for Multi-Objective Optimization0
Runtime Monitoring of Dynamic Fairness Properties0
Distribution-aware Fairness Test GenerationCode0
First-Choice Maximality Meets Ex-ante and Ex-post Fairness0
Rethinking Class Imbalance in Machine Learning0
Fairness in Image Search: A Study of Occupational Stereotyping in Image Retrieval and its DebiasingCode0
Mining bias-target Alignment from Voronoi CellsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86Unverified
21D-CSNNPredictive Equality (age)97.8Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96Unverified