SOTAVerified

Fairness

Papers

Showing 49514960 of 5676 papers

TitleStatusHype
Individual Fairness for k-ClusteringCode0
Quadratic Metric Elicitation for Fairness and BeyondCode0
Auditing Fairness by BettingCode0
F3: Fair and Federated Face Attribute Classification with Heterogeneous DataCode0
DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep LearningCode0
Deep Learning on a Healthy Data Diet: Finding Important Examples for FairnessCode0
Individual Fairness Guarantees for Neural NetworksCode0
Individual Fairness in Bayesian Neural NetworksCode0
Discovering Fair Representations in the Data DomainCode0
Approximating Discrimination Within Models When Faced With Several Non-Binary Sensitive AttributesCode0
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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