SOTAVerified

Fairness

Papers

Showing 43614370 of 5676 papers

TitleStatusHype
Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT RankersCode0
Towards Fair Federated Learning with Zero-Shot Data Augmentation0
Multi-fairness under class-imbalance0
Learning Fair Canonical Polyadical Decompositions using a Kernel Independence Criterion0
LCS-DIVE: An Automated Rule-based Machine Learning Visualization Pipeline for Characterizing Complex Associations in Classification0
Fair-Capacitated Clustering0
Causal Learning for Socially Responsible AI0
Precarity: Modeling the Long Term Effects of Compounded Decisions on Individual InstabilityCode0
Joint Time and Power Allocation for 5G NR Unlicensed Systems0
Rule Generation for Classification: Scalability, Interpretability, and FairnessCode1
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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