SOTAVerified

Fairness

Papers

Showing 30763100 of 5676 papers

TitleStatusHype
Prune Responsibly0
Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments0
Pushing the Accuracy-Group Robustness Frontier with Introspective Self-play0
Pushing the limits of fairness impossibility: Who's the fairest of them all?0
Putting Fairness Principles into Practice: Challenges, Metrics, and Improvements0
QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph0
Q-Learning Based Aerial Base Station Placement for Fairness Enhancement in Mobile Networks0
Quality Management of Machine Learning Systems0
Quantifying fair income distribution in Thailand0
Quantifying fairness and discrimination in predictive models0
Quantifying Fairness in LLMs Beyond Tokens: A Semantic and Statistical Perspective0
Quantifying Infra-Marginality and Its Trade-off with Group Fairness0
Quantifying Program Bias0
Quantifying Social Biases Using Templates is Unreliable0
Quantifying the Cross-sectoral Intersecting Discrepancies within Multiple Groups Using Latent Class Analysis Towards Fairness0
Quantifying the Impact of Population Shift Across Age and Sex for Abdominal Organ Segmentation0
Quantitative Auditing of AI Fairness with Differentially Private Synthetic Data0
Quantitative Fairness -- A Framework For The Design Of Equitable Cybernetic Societies0
Quantitative Verification of Neural Networks And its Security Applications0
Quantum Doeblin Coefficients: Interpretations and Applications0
Quantum Fair Machine Learning0
Quantum Pufferfish Privacy: A Flexible Privacy Framework for Quantum Systems0
Questioning Biases in Case Judgment Summaries: Legal Datasets or Large Language Models?0
Questioning causality on sex, gender and COVID-19, and identifying bias in large-scale data-driven analyses: the Bias Priority Recommendations and Bias Catalog for Pandemics0
Questioning the assumptions behind fairness solutions0
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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