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Fairness

Papers

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Showing 4226–4250 of 5676 papers

TitleStatusHype
Computation Rate Maximum for Mobile Terminals in UAV-assisted Wireless Powered MEC Networks with Fairness Constraint—0
Training Fair Models in Federated Learning without Data Privacy Infringement—0
Perceptions of Fairness and Trustworthiness Based on Explanations in Human vs. Automated Decision-Making—0
Finding Representative Group Fairness Metrics Using Correlation Estimations—0
FaiREO: User Group Fairness for Equality of Opportunity in Course Recommendation—0
Ethics of AI: A Systematic Literature Review of Principles and Challenges—0
Utility Fairness for the Differentially Private Federated Learning—0
College Student Retention Risk Analysis From Educational Database using Multi-Task Multi-Modal Neural Fusion—0
Omnipredictors—0
Style Pooling: Automatic Text Style Obfuscation for Improved Classification FairnessCode0
Fairness without the sensitive attribute via Causal Variational AutoencoderCode0
Gradual (In)Compatibility of Fairness CriteriaCode0
Fair Compensation—0
A Systematic Approach to Group Fairness in Automated Decision Making—0
Feature-based Individual Fairness in k-Clustering—0
On Characterizing the Trade-off in Invariant Representation LearningCode0
Sustainable Modular Debiasing of Language Models—0
Attributing Fair Decisions with Attention InterventionsCode0
Fairness via AI: Bias Reduction in Medical Information—0
F3: Fair and Federated Face Attribute Classification with Heterogeneous DataCode0
Recommendation Fairness: From Static to Dynamic—0
Balanced House Allocation—0
Assisting Decision Making in Scholarly Peer Review: A Preference Learning Perspective—0
Efficient Algorithms For Fair Clustering with a New Fairness NotionCode0
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond—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