SOTAVerified

Fairness

Papers

Showing 42914300 of 5676 papers

TitleStatusHype
Mitigating Frequency Bias in Next-Basket Recommendation via Deconfounders0
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal0
Mitigating Gender Bias in Machine Learning Data Sets0
Mitigating Group Bias in Federated Learning for Heterogeneous Devices0
Mitigating Group-Level Fairness Disparities in Federated Visual Language Models0
Mitigating Health Disparities in EHR via Deconfounder0
A Machine Learning Model for Predicting, Diagnosing, and Mitigating Health Disparities in Hospital Readmission0
A Counterfactual Fair Model for Longitudinal Electronic Health Records via Deconfounder0
Mitigating Label Bias in Machine Learning: Fairness through Confident Learning0
Mitigating Label Bias via Decoupled Confident Learning0
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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