SOTAVerified

Fairness

Papers

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Showing 1–10 of 5676 papers

TitleStatusHype
A Reproducibility Study of Product-side Fairness in Bundle RecommendationCode0
FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient—0
FADE: Adversarial Concept Erasure in Flow Models—0
Looking for Fairness in Recommender Systems—0
Fairness-Aware Secure Integrated Sensing and Communications with Fractional Programming—0
Guiding LLM Decision-Making with Fairness Reward ModelsCode0
Fairness-Aware Grouping for Continuous Sensitive Variables: Application for Debiasing Face Analysis with respect to Skin ToneCode1
Meta-Reinforcement Learning for Fast and Data-Efficient Spectrum Allocation in Dynamic Wireless Networks—0
Fairness Is Not Enough: Auditing Competence and Intersectional Bias in AI-powered Resume ScreeningCode0
Towards Collaborative Fairness in Federated Learning Under Imbalanced Covariate Shift—0
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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26—Unverified