SOTAVerified

Fairness

Papers

Showing 561570 of 5676 papers

TitleStatusHype
Assessing Algorithmic Fairness with Unobserved Protected Class Using Data CombinationCode0
Equalized odds postprocessing under imperfect group informationCode0
Enhancing Fairness of Visual Attribute PredictorsCode0
FAHT: An Adaptive Fairness-aware Decision Tree ClassifierCode0
ABROCA Distributions For Algorithmic Bias Assessment: Considerations Around InterpretationCode0
DP-SGD vs PATE: Which Has Less Disparate Impact on Model Accuracy?Code0
An Intersectional Definition of FairnessCode0
Adversarial Learning for Counterfactual FairnessCode0
Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model FairnessCode0
Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural NetworksCode0
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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