SOTAVerified

Fairness

Papers

Showing 37013710 of 5676 papers

TitleStatusHype
Neuro-Symbolic Verification of Deep Neural NetworksCode0
Implications of Distance over Redistricting Maps: Central and Outlier Maps0
Explainability for identification of vulnerable groups in machine learning models0
Are Big Recommendation Models Fair to Cold Users?0
KL Divergence Estimation with Multi-group AttributionCode0
Setting Fair Incentives to Maximize Improvement0
Selection, Ignorability and Challenges With Causal Fairness0
EdgeMixup: Improving Fairness for Skin Disease Classification and Segmentation0
Fast Feature Selection with Fairness Constraints0
Efficient Attribute Unlearning: Towards Selective Removal of Input Attributes from Feature Representations0
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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