SOTAVerified

Fairness

Papers

Showing 27212730 of 5676 papers

TitleStatusHype
FederatedTrust: A Solution for Trustworthy Federated Learning0
Federated Unlearning: a Perspective of Stability and Fairness0
FairJudge: Trustworthy User Prediction in Rating Platforms0
FedFACT: A Provable Framework for Controllable Group-Fairness Calibration in Federated Learning0
SGDE: Secure Generative Data Exchange for Cross-Silo Federated Learning0
Training Fair Models in Federated Learning without Data Privacy Infringement0
FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient0
FedMABA: Towards Fair Federated Learning through Multi-Armed Bandits Allocation0
Matching Code and Law: Achieving Algorithmic Fairness with Optimal Transport0
FaiR-IoT: Fairness-aware Human-in-the-Loop Reinforcement Learning for Harnessing Human Variability in Personalized IoT0
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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