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Fairness

Papers

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Showing 2801–2850 of 5676 papers

TitleStatusHype
NxPlain: Web-based Tool for Discovery of Latent Concepts—0
Adversarial Sampling for Fairness Testing in Deep Neural Network—0
Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis—0
PRECISION: Decentralized Constrained Min-Max Learning with Low Communication and Sample Complexities—0
Deep Learning in the Field of Biometric Template Protection: An Overview—0
Achieving Counterfactual Fairness for Anomaly DetectionCode0
Feature Importance Disparities for Data Bias InvestigationsCode0
A toolkit of dilemmas: Beyond debiasing and fairness formulas for responsible AI/ML—0
Travel Demand Forecasting: A Fair AI Approach—0
Towards Algorithmic Fairness by means of Instance-level Data Re-weighting based on Shapley ValuesCode0
Dynamic fairness-aware recommendation through multi-agent social choice—0
Can ChatGPT Assess Human Personalities? A General Evaluation FrameworkCode1
Fairness for Workers Who Pull the Arms: An Index Based Policy for Allocation of Restless Bandit Tasks—0
Fairness Evaluation in Text Classification: Machine Learning Practitioner Perspectives of Individual and Group Fairness—0
FAIR-Ensemble: When Fairness Naturally Emerges From Deep Ensembling—0
Re-weighting Based Group Fairness Regularization via Classwise Robust Optimization—0
A Closer Look at the Intervention Procedure of Concept Bottleneck ModelsCode1
Why Do Students Lie and Should We Worry? An Analysis of Non-truthful Reporting—0
Domain Adaptive Decision Trees: Implications for Accuracy and FairnessCode0
Fair Attribute Completion on Graph with Missing AttributesCode0
Toward Fairness in Text Generation via Mutual Information Minimization based on Importance Sampling—0
Intersectional Fairness: A Fractal Approach—0
SurvivalGAN: Generating Time-to-Event Data for Survival AnalysisCode1
Generative Models of Huge Objects—0
Fairness in Language Models Beyond English: Gaps and Challenges—0
Auditing for Spatial FairnessCode0
Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the DifferenceCode0
Uncovering Bias in Face Generation Models—0
Fairguard: Harness Logic-based Fairness Rules in Smart Cities—0
Recall, Robustness, and Lexicographic EvaluationCode0
On the contribution of pre-trained models to accuracy and utility in modeling distributed energy resources—0
Commonality in Recommender Systems: Evaluating Recommender Systems to Enhance Cultural Citizenship—0
Fair Correlation Clustering in Forests—0
Drop Edges and Adapt: a Fairness Enforcing Fine-tuning for Graph Neural Networks—0
A Unifying Perspective on Multi-Calibration: Game Dynamics for Multi-Objective LearningCode0
Scalable Infomin LearningCode1
Mean Parity Fair Regression in RKHSCode0
Towards Measuring and Scoring Speaker Diarization Fairness—0
InOR-Net: Incremental 3D Object Recognition Network for Point Cloud Representation—0
FederatedTrust: A Solution for Trustworthy Federated Learning—0
SimFair: A Unified Framework for Fairness-Aware Multi-Label Classification—0
Fairly Predicting Graft Failure in Liver Transplant for Organ Assigning—0
Improving Fairness in Adaptive Social Exergames via Shapley Bandits—0
Designing Equitable AlgorithmsCode0
Function Composition in Trustworthy Machine Learning: Implementation Choices, Insights, and Questions—0
Welfare and Fairness Dynamics in Federated Learning: A Client Selection Perspective—0
The Unbearable Weight of Massive Privilege: Revisiting Bias-Variance Trade-Offs in the Context of Fair Prediction—0
Learning with Impartiality to Walk on the Pareto Frontier of Fairness, Privacy, and Utility—0
On (assessing) the fairness of risk score models—0
Complex QA and language models hybrid architectures, Survey—0
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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