SOTAVerified

Fairness

Papers

Showing 41714180 of 5676 papers

TitleStatusHype
Federated Learning with Fair Worker Selection: A Multi-Round Submodular Maximization Approach0
What are you optimizing for? Aligning Recommender Systems with Human Values0
A Deep Reinforcement Learning Approach for Fair Traffic Signal Control0
Leave-one-out Unfairness0
Understanding Gender and Racial Disparities in Image Recognition Models0
Multimodal Reward Shaping for Efficient Exploration in Reinforcement Learning0
Probabilistic Verification of Neural Networks Against Group Fairness0
Desiderata for Explainable AI in statistical production systems of the European Central Bank0
Automatic Fairness Testing of Neural Classifiers through Adversarial Sampling0
FairBalance: How to Achieve Equalized Odds With Data Pre-processingCode0
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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