SOTAVerified

Fairness

Papers

Showing 24212430 of 5676 papers

TitleStatusHype
FairLay-ML: Intuitive Remedies for Unfairness in Data-Driven Social-Critical AlgorithmsCode0
SAM-U: Multi-box prompts triggered uncertainty estimation for reliable SAM in medical image0
DBFed: Debiasing Federated Learning Framework based on Domain-Independent0
Ranking with Long-Term ConstraintsCode0
Towards Fair Graph Neural Networks via Graph CounterfactualCode1
Learning to Generate Equitable Text in Dialogue from Biased Training DataCode0
Counterfactual Explanation for Fairness in Recommendation0
Fairness and Diversity in Recommender Systems: A SurveyCode0
Fairness-aware Federated Minimax Optimization with Convergence Guarantee0
On The Impact of Machine Learning Randomness on Group Fairness0
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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