SOTAVerified

Fairness

Papers

Showing 601625 of 5676 papers

TitleStatusHype
Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering SystemsCode0
Empirical Risk Minimization under Fairness ConstraintsCode0
Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I NetworksCode0
An Empirical Study of LLM-as-a-Judge for LLM Evaluation: Fine-tuned Judge Model is not a General Substitute for GPT-4Code0
An Empirical Study of Gendered Stereotypes in Emotional Attributes for Bangla in Multilingual Large Language ModelsCode0
Fair Resource Allocation in Federated LearningCode0
Embracing Fairness in Consumer Electricity Markets using an Automatic Market MakerCode0
Enhancing Fairness in Unsupervised Graph Anomaly Detection through DisentanglementCode0
Enumerating Fair Packages for Group RecommendationsCode0
Ethical Considerations for Responsible Data CurationCode0
An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy SettingsCode0
Adjusting for Bias with Procedural DataCode0
Efficient Task-Specific Data Valuation for Nearest Neighbor AlgorithmsCode0
Achieving Model Fairness in Vertical Federated LearningCode0
EiX-GNN : Concept-level eigencentrality explainer for graph neural networksCode0
Efficient Estimation of Shortest-Path Distance Distributions to Samples in GraphsCode0
A Distributed Fair Machine Learning Framework with Private Demographic Data ProtectionCode0
Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement LearningCode0
Efficient Algorithms For Fair Clustering with a New Fairness NotionCode0
Policy Learning with Observational DataCode0
Certified Defense on the Fairness of Graph Neural NetworksCode0
Edge-Colored Clustering in Hypergraphs: Beyond Minimizing Unsatisfied EdgesCode0
Effective Controllable Bias Mitigation for Classification and Retrieval using Gate AdaptersCode0
Achieving Long-Term Fairness in Sequential Decision MakingCode0
Impossibility theorems involving weakenings of expansion consistency and resoluteness in votingCode0
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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