SOTAVerified

Fairness

Papers

Showing 30213030 of 5676 papers

TitleStatusHype
Towards Robust NLG Bias Evaluation with Syntactically-diverse PromptsCode0
Fair Generative Models via Transfer LearningCode0
Probably Approximate Shapley Fairness with Applications in Machine LearningCode0
Fairness in Multi-Agent Planning0
Welfare and Fairness in Multi-objective Reinforcement LearningCode0
Fair Ranking with Noisy Protected AttributesCode0
Learning Antidote Data to Individual Unfairness0
Robustness Disparities in Face DetectionCode0
Malign Overfitting: Interpolation Can Provably Preclude Invariance0
FaiREE: Fair Classification with Finite-Sample and Distribution-Free GuaranteeCode0
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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