SOTAVerified

Fairness

Papers

Showing 24612470 of 5676 papers

TitleStatusHype
Learning Fair Classifiers via Min-Max F-divergence Regularization0
Systematic analysis of the impact of label noise correction on ML FairnessCode0
A Three-Way Knot: Privacy, Fairness, and Predictive Performance Dynamics0
Simulating counterfactualsCode0
FAIRER: Fairness as Decision Rationale Alignment0
Balanced Filtering via Disclosure-Controlled Proxies0
Fairness Aware Counterfactuals for Subgroups0
Insights From Insurance for Fair Machine Learning0
Toward Fairness Through Fair Multi-Exit Framework for Dermatological Disease Diagnosis0
Privacy and Fairness in Federated Learning: on the Perspective of Trade-off0
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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