SOTAVerified

Fairness

Papers

Showing 20512060 of 5676 papers

TitleStatusHype
Fair inference on error-prone outcomes0
Constrained Serial Rule on the Full Preference Domain0
A Structured Review of Literature on Uncertainty in Machine Learning & Deep Learning0
Active Fourier Auditor for Estimating Distributional Properties of ML Models0
Constrained Reweighting of Distributions: an Optimal Transport Approach0
Constrained Online Decision-Making: A Unified Framework0
A structured regression approach for evaluating model performance across intersectional subgroups0
Accuracy, Fairness, and Interpretability of Machine Learning Criminal Recidivism Models0
Fair Inference On Outcomes0
Constrained Learning with Non-Convex Losses0
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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