SOTAVerified

Fairness

Papers

Showing 12211230 of 5676 papers

TitleStatusHype
Component-Based Fairness in Face Attribute Classification with Bayesian Network-informed Meta LearningCode0
EiX-GNN : Concept-level eigencentrality explainer for graph neural networksCode0
AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic BiasCode0
Counterfactual Generative Models for Time-Varying TreatmentsCode0
Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender SystemsCode0
An Algorithmic Framework for Fairness ElicitationCode0
Efficient Estimation of Shortest-Path Distance Distributions to Samples in GraphsCode0
Counterfactually Fair Prediction Using Multiple Causal ModelsCode0
FairJob: A Real-World Dataset for Fairness in Online SystemsCode0
Policy Learning with Observational DataCode0
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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