SOTAVerified

Fairness

Papers

Showing 10011010 of 5676 papers

TitleStatusHype
Causally Fair Node Classification on Non-IID Graph Data0
A Reinforcement Learning Approach for RIS-aided Fair Communications0
Causal Machine Learning: A Survey and Open Problems0
Causal Mediation Analysis with Hidden Confounders0
Reinforcement Learning for Joint Optimization of Multiple Rewards0
Causal Multi-Level Fairness0
A Video-based Detector for Suspicious Activity in Examination with OpenPose0
Causal Reasoning for Algorithmic Fairness0
Matching Learned Causal Effects of Neural Networks with Domain Priors0
Achieving Fairness Across Local and Global Models in Federated Learning0
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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