SOTAVerified

Fairness

Papers

Showing 551575 of 5676 papers

TitleStatusHype
Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I NetworksCode0
Enhancing New-item Fairness in Dynamic Recommender SystemsCode0
An Algorithmic Framework for Fairness ElicitationCode0
Certified Defense on the Fairness of Graph Neural NetworksCode0
Embracing Fairness in Consumer Electricity Markets using an Automatic Market MakerCode0
A novel approach for Fair Principal Component Analysis based on eigendecompositionCode0
Policy Learning with Observational DataCode0
Efficient Task-Specific Data Valuation for Nearest Neighbor AlgorithmsCode0
Efficient Estimation of Shortest-Path Distance Distributions to Samples in GraphsCode0
Assessing Algorithmic Fairness with Unobserved Protected Class Using Data CombinationCode0
EiX-GNN : Concept-level eigencentrality explainer for graph neural networksCode0
Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering SystemsCode0
Enhancing Robust Fairness via Confusional Spectral RegularizationCode0
Ethical Considerations for Responsible Data CurationCode0
FairAdapter: Detecting AI-generated Images with Improved FairnessCode0
ABROCA Distributions For Algorithmic Bias Assessment: Considerations Around InterpretationCode0
Edge-Colored Clustering in Hypergraphs: Beyond Minimizing Unsatisfied EdgesCode0
Towards Energy-Aware Federated Learning on Battery-Powered ClientsCode0
Effective Controllable Bias Mitigation for Classification and Retrieval using Gate AdaptersCode0
An Intersectional Definition of FairnessCode0
Adversarial Learning for Counterfactual FairnessCode0
Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural NetworksCode0
EAB-FL: Exacerbating Algorithmic Bias through Model Poisoning Attacks in Federated LearningCode0
Equalized odds postprocessing under imperfect group informationCode0
Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model FairnessCode0
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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