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Fairness

Papers

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Showing 1051–1100 of 5676 papers

TitleStatusHype
Evaluating Text-to-Image Generative Models: An Empirical Study on Human Image SynthesisCode0
Ethical Considerations for Responsible Data CurationCode0
Cross-model Fairness: Empirical Study of Fairness and Ethics Under Model MultiplicityCode0
Estimating the Hessian Matrix of Ranking Objectives for Stochastic Learning to Rank with Gradient Boosted TreesCode0
Adaptive Bounded Exploration and Intermediate Actions for Data DebiasingCode0
Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language ModelsCode0
Evaluating the Fairness of Discriminative Foundation Models in Computer VisionCode0
Equal Opportunity in Online Classification with Partial FeedbackCode0
A Survey on Natural Language Counterfactual GenerationCode0
Equipping Federated Graph Neural Networks with Structure-aware Group FairnessCode0
Equalizing Gender Biases in Neural Machine Translation with Word Embeddings TechniquesCode0
AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic BiasCode0
Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit RateCode0
Equalised Odds is not Equal Individual Odds: Post-processing for Group and Individual FairnessCode0
A Survey on Group Fairness in Federated Learning: Challenges, Taxonomy of Solutions and Directions for Future ResearchCode0
On Biases in a UK Biobank-based Retinal Image Classification ModelCode0
Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice modelsCode0
Estimating and Improving Fairness with Adversarial LearningCode0
Evaluating the fairness of task-adaptive pretraining on unlabeled test data before few-shot text classificationCode0
Exploring Neural Joint Activity in Spiking Neural Networks for Fraud DetectionCode0
Enumerating Fair Packages for Group RecommendationsCode0
AI Ethics on Blockchain: Topic Analysis on Twitter Data for Blockchain SecurityCode0
E Pluribus Unum: Guidelines on Multi-Objective Evaluation of Recommender SystemsCode0
A Survey on Fairness for Machine Learning on GraphsCode0
Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition ModelsCode0
EqGNN: Equalized Node Opportunity in GraphsCode0
Enrolment-based personalisation for improving individual-level fairness in speech emotion recognitionCode0
Learning to Collaborate Over Graphs: A Selective Federated Multi-Task Learning ApproachCode0
Enhancing the Accuracy and Fairness of Human Decision MakingCode0
Ensuring Fairness Beyond the Training DataCode0
Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision SystemsCode0
A Survey on Bias and Fairness in Machine LearningCode0
Enhancing Model Robustness and Fairness with Causality: A Regularization ApproachCode0
Fairness in Recommender Systems: Research Landscape and Future DirectionsCode0
Enhancing Fairness of Visual Attribute PredictorsCode0
Enhancing Group Fairness in Online Settings Using Oblique Decision ForestsCode0
Enhancing New-item Fairness in Dynamic Recommender SystemsCode0
Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under SufficiencyCode0
Accurate Fairness: Improving Individual Fairness without Trading AccuracyCode0
Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I NetworksCode0
Algorithmic Inheritance: Surname Bias in AI Decisions Reinforces Intergenerational InequalityCode0
Endowing Pre-trained Graph Models with Provable FairnessCode0
Enhancing Fairness in Unsupervised Graph Anomaly Detection through DisentanglementCode0
Enhancing Robust Fairness via Confusional Spectral RegularizationCode0
Equal Experience in Recommender SystemsCode0
An Algorithmic Framework for Fairness ElicitationCode0
Certified Defense on the Fairness of Graph Neural NetworksCode0
AdaFair: Cumulative Fairness Adaptive BoostingCode0
Embracing Fairness in Consumer Electricity Markets using an Automatic Market MakerCode0
Efficient Task-Specific Data Valuation for Nearest Neighbor AlgorithmsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86—Unverified
21D-CSNNPredictive Equality (age)97.8—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96—Unverified