SOTAVerified

Fairness

Papers

Showing 34413450 of 5676 papers

TitleStatusHype
ABCinML: Anticipatory Bias Correction in Machine Learning ApplicationsCode0
Causal Discovery for Fairness0
Moving towards FAIR practices in epidemiological research0
Learning Feature Disentanglement and Dynamic Fusion for Recaptured Image Forensic0
Specifying and Testing k-Safety Properties for Machine-Learning ModelsCode0
A Machine Learning Model for Predicting, Diagnosing, and Mitigating Health Disparities in Hospital Readmission0
Bounding and Approximating Intersectional Fairness through Marginal FairnessCode0
Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement LearningCode0
Improved Approximation for Fair Correlation ClusteringCode0
Comprehensive Fair Meta-learned Recommender SystemCode0
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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