SOTAVerified

Fairness

Papers

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Showing 1976–2000 of 5676 papers

TitleStatusHype
Building Ethically Bounded AI—0
FairAutoML: Embracing Unfairness Mitigation in AutoML—0
Fair AutoML Through Multi-objective Optimization—0
Everything is Relative: Understanding Fairness with Optimal Transport—0
Building Better Open-Source Tools to Support Fairness in Automated Scoring—0
A novel initialisation based on hospital-resident assignment for the k-modes algorithm—0
Adversarial Testing in LLMs: Insights into Decision-Making Vulnerabilities—0
FairBelief - Assessing Harmful Beliefs in Language Models—0
FairMonitor: A Four-Stage Automatic Framework for Detecting Stereotypes and Biases in Large Language Models—0
fairBERTs: Erasing Sensitive Information Through Semantic and Fairness-aware Perturbations—0
Everyone deserves their voice to be heard: Analyzing Predictive Gender Bias in ASR Models Applied to Dutch Speech Data—0
Evaluation of group fairness measures in student performance prediction problems—0
FairBranch: Mitigating Bias Transfer in Fair Multi-task Learning—0
FairCanary: Rapid Continuous Explainable Fairness—0
Fair-Capacitated Clustering—0
Fair Causal Feature Selection—0
Fair-CDA: Continuous and Directional Augmentation for Group Fairness—0
Fair Classification and Social Welfare—0
Fair Classification via Transformer Neural Networks: Case Study of an Educational Domain—0
Fair Classification via Unconstrained Optimization—0
Building A Unified AI-centric Language System: analysis, framework and future work—0
Evaluation of Fairness Trade-offs in Predicting Student Success—0
Bugs in Machine Learning-based Systems: A Faultload Benchmark—0
A Novel Approach to Fair Power Allocation for NOMA in Visible Light Communication—0
Evaluation Framework for AI Systems in "the Wild"—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