SOTAVerified

Fairness

Papers

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Showing 3101–3125 of 5676 papers

TitleStatusHype
FairBranch: Mitigating Bias Transfer in Fair Multi-task Learning—0
FairCanary: Rapid Continuous Explainable Fairness—0
Fair-Capacitated Clustering—0
Fair Causal Feature Selection—0
Fair-CDA: Continuous and Directional Augmentation for Group Fairness—0
Fair Classification and Social Welfare—0
Fair Classification via Transformer Neural Networks: Case Study of an Educational Domain—0
Fair Classification via Unconstrained Optimization—0
Fair Classifiers that Abstain without Harm—0
Fair Class-Incremental Learning using Sample Weighting—0
FairCLIP: Social Bias Elimination based on Attribute Prototype Learning and Representation Neutralization—0
Fair Clustering: Critique, Caveats, and Future Directions—0
Fair Clustering for Data Summarization: Improved Approximation Algorithms and Complexity Insights—0
Fair Clustering Under a Bounded Cost—0
Fair Clustering Using Antidote Data—0
Fair Clustering via Alignment—0
Fair clustering via equitable group representations—0
Fair Clustering via Hierarchical Fair-Dirichlet Process—0
FairCompass: Operationalising Fairness in Machine Learning—0
Fair Compensation—0
Fair Computation Offloading for RSMA-Assisted Mobile Edge Computing Networks—0
FairComp: Workshop on Fairness and Robustness in Machine Learning for Ubiquitous Computing—0
Fair Concurrent Training of Multiple Models in Federated Learning—0
Fair Contextual Multi-Armed Bandits: Theory and Experiments—0
Fair Contracts in Principal-Agent Games with Heterogeneous Types—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86—Unverified
21D-CSNNPredictive Equality (age)97.8—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96—Unverified