SOTAVerified

Fairness

Papers

Showing 20312040 of 5676 papers

TitleStatusHype
A Novel Approach to Fairness in Automated Decision-Making using Affective Normalization0
Adversarial Stacked Auto-Encoders for Fair Representation Learning0
A Complete Criterion for Value of Information in Soluble Influence Diagrams0
Evaluating the Impact of Social Determinants on Health Prediction in the Intensive Care Unit0
Fair Decision-Making for Food Inspections0
Fair Decision-making Under Uncertainty0
Fair Decision Rules for Binary Classification0
FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication0
Evaluating the Fairness of Neural Collapse in Medical Image Classification0
Making Corgis Important for Honeycomb Classification: Adversarial Attacks on Concept-based Explainability Tools0
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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