SOTAVerified

Fairness

Papers

Showing 18311840 of 5676 papers

TitleStatusHype
Fair Active Ranking from Pairwise Preferences0
On the Impact of Output Perturbation on Fairness in Binary Linear Classification0
Intersectional Two-sided Fairness in RecommendationCode0
Bayes-Optimal Fair Classification with Linear Disparity Constraints via Pre-, In-, and Post-processingCode0
Counterfactual Fairness Is Not Demographic Parity, and Other Observations0
Causal Feature Selection for Responsible Machine Learning0
Verifiable evaluations of machine learning models using zkSNARKsCode0
Large Language Models are Geographically BiasedCode2
Rethinking the Starting Point: Collaborative Pre-Training for Federated Downstream Tasks0
A Distributionally Robust Optimisation Approach to Fair Credit Scoring0
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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