SOTAVerified

Fairness

Papers

Showing 931940 of 5676 papers

TitleStatusHype
Back to the Drawing Board for Fair Representation Learning0
Can Ensembling Pre-processing Algorithms Lead to Better Machine Learning Fairness?0
Can everyday AI be ethical. Fairness of Machine Learning Algorithms0
Can Evolutionary Clustering Have Theoretical Guarantees?0
Information-Geometric Barycenters for Bayesian Federated Learning0
Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML0
APPLE: Adversarial Privacy-aware Perturbations on Latent Embedding for Unfairness Mitigation0
Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference0
Can I trust my fake data -- A comprehensive quality assessment framework for synthetic tabular data in healthcare0
Alleviating the recommendation bias via rank aggregation0
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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