SOTAVerified

Fairness

Papers

Showing 45764600 of 5676 papers

TitleStatusHype
E Pluribus Unum: Guidelines on Multi-Objective Evaluation of Recommender SystemsCode0
EqGNN: Equalized Node Opportunity in GraphsCode0
Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision SystemsCode0
Equal Experience in Recommender SystemsCode0
Equal Improvability: A New Fairness Notion Considering the Long-term ImpactCode0
Equalised Odds is not Equal Individual Odds: Post-processing for Group and Individual FairnessCode0
Chasing Fairness Under Distribution Shift: A Model Weight Perturbation ApproachCode0
Does Gender Matter? Towards Fairness in Dialogue SystemsCode0
Mitigating Exposure Bias in Online Learning to Rank Recommendation: A Novel Reward Model for Cascading BanditsCode0
Chasing Fairness in Graphs: A GNN Architecture PerspectiveCode0
Scaling Vision Transformers to 22 Billion ParametersCode0
Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice modelsCode0
GradBias: Unveiling Word Influence on Bias in Text-to-Image Generative ModelsCode0
Grade Like a Human: Rethinking Automated Assessment with Large Language ModelsCode0
Grade Score: Quantifying LLM Performance in Option SelectionCode0
Equalizing Gender Biases in Neural Machine Translation with Word Embeddings TechniquesCode0
Fairness Explainability using Optimal Transport with Applications in Image ClassificationCode0
Scheduling Virtual Conferences Fairly: Achieving Equitable Participant and Speaker SatisfactionCode0
Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit RateCode0
Mitigating Gender Bias in Face Recognition Using the von Mises-Fisher Mixture ModelCode0
Equal Opportunity in Online Classification with Partial FeedbackCode0
Equipping Federated Graph Neural Networks with Structure-aware Group FairnessCode0
Predictive Uncertainty-based Bias Mitigation in RankingCode0
Gradual (In)Compatibility of Fairness CriteriaCode0
Balanced Mixed-Type Tabular Data Synthesis with Diffusion ModelsCode0
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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