SOTAVerified

Fairness

Papers

Showing 43414350 of 5676 papers

TitleStatusHype
Constrained Classification and Policy Learning0
What will it take to generate fairness-preserving explanations?0
Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based Segmentation0
A Unified Approach to Fair Online Learning via Blackwell Approachability0
Better Algorithms for Individually Fair k-ClusteringCode0
Fairness via Representation Neutralization0
Best-Case Lower Bounds in Online Learning0
DP-SGD vs PATE: Which Has Less Disparate Impact on Model Accuracy?Code0
FLEA: Provably Robust Fair Multisource Learning from Unreliable Training DataCode0
Interpretable Face Manipulation Detection via Feature Whitening0
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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