SOTAVerified

Fairness

Papers

Showing 51915200 of 5676 papers

TitleStatusHype
DCAST: Diverse Class-Aware Self-Training Mitigates Selection Bias for Fairer LearningCode0
Addressing multiple metrics of group fairness in data-driven decision makingCode0
KL Divergence Estimation with Multi-group AttributionCode0
An explainable three dimension framework to uncover learning patterns: A unified look in variable sulci recognitionCode0
Still More Shades of Null: An Evaluation Suite for Responsible Missing Value ImputationCode0
What Hides behind Unfairness? Exploring Dynamics Fairness in Reinforcement LearningCode0
A New Notion of Individually Fair Clustering: α-Equitable k-CenterCode0
Transport-based Counterfactual ModelsCode0
Data Stream Sampling with Fuzzy Task Boundaries and Noisy LabelsCode0
Bridging Jensen Gap for Max-Min Group Fairness Optimization in RecommendationCode0
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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