SOTAVerified

Fairness

Papers

Showing 17811790 of 5676 papers

TitleStatusHype
Take its Essence, Discard its Dross! Debiasing for Toxic Language Detection via Counterfactual Causal EffectCode0
Enhancing Fairness in Unsupervised Graph Anomaly Detection through DisentanglementCode0
Differentially Private Tabular Data Synthesis using Large Language Models0
A Structured Review of Literature on Uncertainty in Machine Learning & Deep Learning0
LIDAO: Towards Limited Interventions for Debiasing (Large) Language Models0
Can Machine Learning Assist in Diagnosis of Primary Immune Thrombocytopenia? A feasibility study0
Understanding and Reducing the Class-Dependent Effects of Data Augmentation with A Two-Player Game Approach0
No-Regret Learning for Fair Multi-Agent Social Welfare Optimization0
Fair Allocation in Dynamic Mechanism Design0
Intersectional Unfairness DiscoveryCode0
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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