SOTAVerified

Fairness

Papers

Showing 21712180 of 5676 papers

TitleStatusHype
Intersectional Two-sided Fairness in RecommendationCode0
TexShape: Information Theoretic Sentence Embedding for Language ModelsCode0
Verifiable evaluations of machine learning models using zkSNARKsCode0
Bayes-Optimal Fair Classification with Linear Disparity Constraints via Pre-, In-, and Post-processingCode0
Recommendation Fairness in Social Networks Over Time0
Fairness and Privacy Guarantees in Federated Contextual Bandits0
Counterfactual Fairness Is Not Demographic Parity, and Other Observations0
Regulation Games for Trustworthy Machine Learning0
Rethinking the Starting Point: Collaborative Pre-Training for Federated Downstream Tasks0
Position Paper: Assessing Robustness, Privacy, and Fairness in Federated Learning Integrated with Foundation Models0
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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