SOTAVerified

Fairness

Papers

Showing 11511160 of 5676 papers

TitleStatusHype
Efficient Task-Specific Data Valuation for Nearest Neighbor AlgorithmsCode0
Equal Opportunity in Online Classification with Partial FeedbackCode0
A Stochastic Optimization Framework for Private and Fair Learning From Decentralized DataCode0
Policy Learning with Observational DataCode0
EiX-GNN : Concept-level eigencentrality explainer for graph neural networksCode0
Efficient Estimation of Shortest-Path Distance Distributions to Samples in GraphsCode0
Embracing Fairness in Consumer Electricity Markets using an Automatic Market MakerCode0
Ethical Considerations for Responsible Data CurationCode0
AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual AnalysisCode0
Effective Controllable Bias Mitigation for Classification and Retrieval using Gate AdaptersCode0
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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