SOTAVerified

Fairness

Papers

Showing 12511275 of 5676 papers

TitleStatusHype
E Pluribus Unum: Guidelines on Multi-Objective Evaluation of Recommender SystemsCode0
AIM: Attributing, Interpreting, Mitigating Data UnfairnessCode0
CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarningCode0
Cross-GAN Auditing: Unsupervised Identification of Attribute Level Similarities and Differences between Pretrained Generative ModelsCode0
Enhancing Fairness in Unsupervised Graph Anomaly Detection through DisentanglementCode0
Assessing Disparate Impact of Personalized Interventions: Identifiability and BoundsCode0
Cross-Silo Federated Learning Across Divergent Domains with Iterative Parameter AlignmentCode0
Fairness in Image Search: A Study of Occupational Stereotyping in Image Retrieval and its DebiasingCode0
Enhancing Fairness of Visual Attribute PredictorsCode0
Assessing Demographic Bias Transfer from Dataset to Model: A Case Study in Facial Expression RecognitionCode0
Fairness in Survival Analysis with Distributionally Robust OptimizationCode0
Uncertainty Quantification for Fairness in Two-Stage Recommender SystemsCode0
Adaptive Fair Representation Learning for Personalized Fairness in Recommendations via Information AlignmentCode0
Fairness of ChatGPTCode0
Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I NetworksCode0
Fairness of Exposure in Online Restless Multi-armed BanditsCode0
Enhancing Group Fairness in Online Settings Using Oblique Decision ForestsCode0
Empirical Risk Minimization under Fairness ConstraintsCode0
Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering SystemsCode0
Endowing Pre-trained Graph Models with Provable FairnessCode0
A Critic Evaluation of Methods for COVID-19 Automatic Detection from X-Ray ImagesCode0
Embracing Fairness in Consumer Electricity Markets using an Automatic Market MakerCode0
Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under SufficiencyCode0
EqGNN: Equalized Node Opportunity in GraphsCode0
EiX-GNN : Concept-level eigencentrality explainer for graph neural networksCode0
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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