SOTAVerified

Fairness

Papers

Showing 28012825 of 5676 papers

TitleStatusHype
NxPlain: Web-based Tool for Discovery of Latent Concepts0
Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis0
Adversarial Sampling for Fairness Testing in Deep Neural Network0
PRECISION: Decentralized Constrained Min-Max Learning with Low Communication and Sample Complexities0
Deep Learning in the Field of Biometric Template Protection: An Overview0
Achieving Counterfactual Fairness for Anomaly DetectionCode0
Feature Importance Disparities for Data Bias InvestigationsCode0
Travel Demand Forecasting: A Fair AI Approach0
Towards Algorithmic Fairness by means of Instance-level Data Re-weighting based on Shapley ValuesCode0
A toolkit of dilemmas: Beyond debiasing and fairness formulas for responsible AI/ML0
Dynamic fairness-aware recommendation through multi-agent social choice0
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 Tasks0
Fairness Evaluation in Text Classification: Machine Learning Practitioner Perspectives of Individual and Group Fairness0
Re-weighting Based Group Fairness Regularization via Classwise Robust Optimization0
FAIR-Ensemble: When Fairness Naturally Emerges From Deep Ensembling0
A Closer Look at the Intervention Procedure of Concept Bottleneck ModelsCode1
Why Do Students Lie and Should We Worry? An Analysis of Non-truthful Reporting0
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 Sampling0
Intersectional Fairness: A Fractal Approach0
SurvivalGAN: Generating Time-to-Event Data for Survival AnalysisCode1
Generative Models of Huge Objects0
Fairness in Language Models Beyond English: Gaps and Challenges0
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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