SOTAVerified

Fairness

Papers

Showing 851860 of 5676 papers

TitleStatusHype
Policy Learning with Observational DataCode0
Efficient Algorithms For Fair Clustering with a New Fairness NotionCode0
Efficient Estimation of Shortest-Path Distance Distributions to Samples in GraphsCode0
Equalized odds postprocessing under imperfect group informationCode0
Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and Rényi MeasuresCode0
Achieving Distributive Justice in Federated Learning via Uncertainty QuantificationCode0
Fairness Under Demographic Scarce RegimeCode0
Fairness Under Unawareness: Assessing Disparity When Protected Class Is UnobservedCode0
Certified Defense on the Fairness of Graph Neural NetworksCode0
Enhancing Fairness in Unsupervised Graph Anomaly Detection through DisentanglementCode0
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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