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Fairness

Papers

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Showing 3051–3075 of 5676 papers

TitleStatusHype
Assessing gender fairness in EEG-based machine learning detection of Parkinson's disease: A multi-center studyCode0
Weighted Notions of Fairness with Binary Supermodular Chores—0
Fairness-enhancing deep learning for ride-hailing demand prediction—0
Identification of Systematic Errors of Image Classifiers on Rare Subgroups—0
A fixed point approach for computing actuarially fair Pareto optimal risk-sharing rules—0
HappyMap: A Generalized Multi-calibration Method—0
Using Positive Matching Contrastive Loss with Facial Action Units to mitigate bias in Facial Expression Recognition—0
The Casual Conversations v2 Dataset—0
Bias, diversity, and challenges to fairness in classification and automated text analysis. From libraries to AI and back—0
Causal Dependence Plots—0
Group conditional validity via multi-group learning—0
NxPlain: Web-based Tool for Discovery of Latent Concepts—0
Privacy-Preserving Fair Item Ranking—0
Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis—0
Adversarial Sampling for Fairness Testing in Deep Neural Network—0
Chasing Fairness Under Distribution Shift: A Model Weight Perturbation ApproachCode0
Deep Learning in the Field of Biometric Template Protection: An Overview—0
PRECISION: Decentralized Constrained Min-Max Learning with Low Communication and Sample Complexities—0
Achieving Counterfactual Fairness for Anomaly DetectionCode0
Travel Demand Forecasting: A Fair AI Approach—0
Feature Importance Disparities for Data Bias InvestigationsCode0
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/ML—0
Dynamic fairness-aware recommendation through multi-agent social choice—0
Fairness Evaluation in Text Classification: Machine Learning Practitioner Perspectives of Individual and Group Fairness—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