SOTAVerified

Fairness

Papers

Showing 35413550 of 5676 papers

TitleStatusHype
Experiments on Generalizability of User-Oriented Fairness in Recommender SystemsCode1
The Fairness of Machine Learning in Insurance: New Rags for an Old Man?0
Pareto-Optimal Fairness-Utility Amortizations in Rankings with a DBN Exposure Model0
How Different Groups Prioritize Ethical Values for Responsible AI0
Trustworthy Graph Neural Networks: Aspects, Methods and Trends0
Explanation-Guided Fairness Testing through Genetic AlgorithmCode0
FreeMatch: Self-adaptive Thresholding for Semi-supervised LearningCode3
Fairness via Explanation Quality: Evaluating Disparities in the Quality of Post hoc Explanations0
Fairness and Explainability in Automatic Decision-Making Systems. A challenge for computer science and law0
Exploring How Machine Learning Practitioners (Try To) Use Fairness Toolkits0
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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