SOTAVerified

Fairness

Papers

Showing 35213530 of 5676 papers

TitleStatusHype
Addressing Strategic Manipulation Disparities in Fair Classification0
Responsible Artificial Intelligence -- from Principles to Practice0
Theoretically Accurate Regularization Technique for Matrix Factorization based Recommender Systems0
E2FL: Equal and Equitable Federated Learning0
CertiFair: A Framework for Certified Global Fairness of Neural Networks0
FIND:Explainable Framework for Meta-learning0
FairNorm: Fair and Fast Graph Neural Network Training0
The Fairness of Credit Scoring Models0
Adaptive Fairness-Aware Online Meta-Learning for Changing Environments0
Assessing Demographic Bias Transfer from Dataset to Model: A Case Study in Facial Expression RecognitionCode0
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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