SOTAVerified

Fairness

Papers

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Showing 2276–2300 of 5676 papers

TitleStatusHype
Fairness-Aware Meta-Learning via Nash Bargaining—0
Fairness-aware Model-agnostic Positive and Unlabeled Learning—0
CONFIDERAI: a novel CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence—0
Fairness-Aware Multi-Server Federated Learning Task Delegation over Wireless Networks—0
Assessing Viewpoint Diversity in Search Results Using Ranking Fairness Metrics—0
Fairness-Aware Naive Bayes Classifier for Data with Multiple Sensitive Features—0
Network Revenue Management with Demand Learning and Fair Resource-Consumption Balancing—0
Fair Machine Learning in Healthcare: A Review—0
FairRec: Fairness-aware News Recommendation with Decomposed Adversarial Learning—0
Fairness-Aware Node Representation Learning—0
Fairness-Aware Online Meta-learning—0
Conformal uncertainty quantification to evaluate predictive fairness of foundation AI model for skin lesion classes across patient demographics—0
Fairness-aware Online Price Discrimination with Nonparametric Demand Models—0
Fairness-aware Optimal Graph Filter Design—0
Fairness-Aware Optimization of Vehicle-to-Vehicle Interaction for Smart EV Charging Coordination—0
Fairness-aware organ exchange and kidney paired donation—0
Fairness-aware Outlier Ensemble—0
Individual Fairness in Advertising Auctions through Inverse Proportionality—0
Fairness-aware Photovoltaic Generation Limits for Voltage Regulation in Power Distribution Networks using Conservative Linear Approximations—0
Fairness-Aware Process Mining—0
Fairness-Aware Ranking in Search & Recommendation Systems with Application to LinkedIn Talent Search—0
Fairness-Aware Recommendation of Information Curators—0
Fairness-aware Regression Robust to Adversarial Attacks—0
Fairness Aware Reinforcement Learning via Proximal Policy Optimization—0
Fair Machine Learning for Healthcare Requires Recognizing the Intersectionality of Sociodemographic Factors, a Case Study—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