SOTAVerified

Fairness

Papers

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Showing 2851–2875 of 5676 papers

TitleStatusHype
EFX Allocations Exist for Binary Valuations—0
EiFFFeL: Enforcing Fairness in Forests by Flipping Leaves—0
ELAB: Extensive LLM Alignment Benchmark in Persian Language—0
Electricity grid tariffs for electrification in households: Bridging the gap between cross-subsidies and fairness—0
Electricity Tariff Design via Lens of Energy Justice—0
Eliminating Latent Discrimination: Train Then Mask—0
_p Testing and Learning of Discrete Distributions—0
Embedding Cultural Diversity in Prototype-based Recommender Systems—0
Embracing Contradiction: Theoretical Inconsistency Will Not Impede the Road of Building Responsible AI Systems—0
Emergent Unfairness in Algorithmic Fairness-Accuracy Trade-Off Research—0
Empirical Analysis of Asynchronous Federated Learning on Heterogeneous Devices: Efficiency, Fairness, and Privacy Trade-offs—0
Empirical Analysis of Privacy-Fairness-Accuracy Trade-offs in Federated Learning: A Step Towards Responsible AI—0
Emulating Full Participation: An Effective and Fair Client Selection Strategy for Federated Learning—0
Enabling Group Fairness in Graph Unlearning via Bi-level Debiasing—0
Enactive Artificial Intelligence: Subverting Gender Norms in Robot-Human Interaction—0
Encouraging Disentangled and Convex Representation with Controllable Interpolation Regularization—0
EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models—0
End-to-End Learning for Fair Multiobjective Optimization Under Uncertainty—0
End-to-end Learning for Fair Ranking Systems—0
End-to-End Optimization and Learning of Fair Court Schedules—0
Energy-Efficient Cell-Free Massive MIMO with Wireless Fronthaul—0
Energy Efficient Fair STAR-RIS for Mobile Users—0
Enforcing Conditional Independence for Fair Representation Learning and Causal Image Generation—0
Enforcing Consistency and Fairness in Multi-level Hierarchical Classification with a Mask-based Output Layer—0
Enforcing Delayed-Impact Fairness Guarantees—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