SOTAVerified

Fairness

Papers

Showing 40114020 of 5676 papers

TitleStatusHype
A Brief History of Prompt: Leveraging Language Models. (Through Advanced Prompting)0
A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics0
Absolute Shapley Value0
Abstracting Fairness: Oracles, Metrics, and Interpretability0
Abstract Interpretation-Based Feature Importance for SVMs0
A Canonical Architecture For Predictive Analytics on Longitudinal Patient Records0
A Canonical Data Transformation for Achieving Inter- and Within-group Fairness0
A Capabilities Approach to Studying Bias and Harm in Language Technologies0
A Case Study Exploring the Current Landscape of Synthetic Medical Record Generation with Commercial LLMs0
A Catalog of Fairness-Aware Practices in Machine Learning Engineering0
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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