SOTAVerified

Fairness

Papers

Showing 37013710 of 5676 papers

TitleStatusHype
Prototype Based Classification from Hierarchy to FairnessCode0
StereoKG: Data-Driven Knowledge Graph Construction for Cultural Knowledge and StereotypesCode0
Generalized Reductions: Making any Hierarchical Clustering Fair and Balanced with Low Cost0
Fairness and Welfare Quantification for Regret in Multi-Armed Bandits0
Flexible Group Fairness Metrics for Survival AnalysisCode0
A Fair Federated Learning Framework With Reinforcement Learning0
Bias in Machine Learning Models Can Be Significantly Mitigated by Careful Training: Evidence from Neuroimaging Studies0
Fairness in Recommendation: Foundations, Methods and Applications0
Fair Representation Learning through Implicit Path Alignment0
Cali3F: Calibrated Fast Fair Federated Recommendation System0
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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