SOTAVerified

Fairness

Papers

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Showing 1926–1950 of 5676 papers

TitleStatusHype
FactSheets: Increasing Trust in AI Services through Supplier's Declarations of Conformity—0
CAD-VAE: Leveraging Correlation-Aware Latents for Comprehensive Fair Disentanglement—0
Exchanging Lessons Between Algorithmic Fairness and Domain Generalization—0
CADS: Core-Aware Dynamic Scheduler for Multicore Memory Controllers—0
FAE: A Fairness-Aware Ensemble Framework—0
Fair Active Learning: Solving the Labeling Problem in Insurance—0
ExCalibR: Expected Calibration of Recommendations—0
Example-based Explanations for Random Forests using Machine Unlearning—0
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning—0
Examining the Interplay Between Privacy and Fairness for Speech Processing: A Review and Perspective—0
Examining risks of racial biases in NLP tools for child protective services—0
Fair Active Learning in Low-Data Regimes—0
Fair Active Ranking from Pairwise Preferences—0
Bypassing the Popularity Bias: Repurposing Models for Better Long-Tail Recommendation—0
Examining Imbalance Effects on Performance and Demographic Fairness of Clinical Language Models—0
EXAGREE: Towards Explanation Agreement in Explainable Machine Learning—0
Fair Adversarial Networks—0
Bundled School Choice—0
A Novel Terabit Grid-of-Beam Optical Wireless Multi-User Access Network with Beam Clustering—0
Fair Algorithm Design: Fair and Efficacious Machine Scheduling—0
A Novel Regularization Approach to Fair ML—0
Abstracting Fairness: Oracles, Metrics, and Interpretability—0
Fair Algorithms for Infinite and Contextual Bandits—0
Fair Algorithms for Learning in Allocation Problems—0
Evolutionary Reinforcement Learning: A Systematic Review and Future Directions—0
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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

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