SOTAVerified

Fairness

Papers

Showing 46814690 of 5676 papers

TitleStatusHype
Feature Importance Disparities for Data Bias InvestigationsCode0
Exacerbating Algorithmic Bias through Fairness AttacksCode0
Diverse Weighted Bipartite b-MatchingCode0
Distribution-aware Fairness Test GenerationCode0
Are Sex-based Physiological Differences the Cause of Gender Bias for Chest X-ray Diagnosis?Code0
Heterophily-Aware Fair Recommendation using Graph Convolutional NetworksCode0
HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated LearningCode0
Hidden Author Bias in Book RecommendationCode0
Selective Regression Under Fairness CriteriaCode0
Hidden or Inferred: Fair Learning-To-Rank with Unknown DemographicsCode0
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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