SOTAVerified

Fairness

Papers

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Showing 4076–4100 of 5676 papers

TitleStatusHype
Balancing out Bias: Achieving Fairness Through Balanced Training—0
Self-learn to Explain Siamese Networks Robustly—0
Fast Federated Edge Learning with Overlapped Communication and Computation and Channel-Aware Fair Client Scheduling—0
Auditing the Imputation Effect on Fairness of Predictive Analytics in Higher Education—0
Finding Representative Group Fairness Metrics Using Correlation Estimations—0
On Tilted Losses in Machine Learning: Theory and ApplicationsCode1
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
FaiREO: User Group Fairness for Equality of Opportunity in Course Recommendation—0
Perceptions of Fairness and Trustworthiness Based on Explanations in Human vs. Automated Decision-Making—0
Ethics of AI: A Systematic Literature Review of Principles and Challenges—0
College Student Retention Risk Analysis From Educational Database using Multi-Task Multi-Modal Neural Fusion—0
Utility Fairness for the Differentially Private Federated Learning—0
Omnipredictors—0
Fairness without the sensitive attribute via Causal Variational AutoencoderCode0
Style Pooling: Automatic Text Style Obfuscation for Improved Classification FairnessCode0
Fair Compensation—0
Feature-based Individual Fairness in k-Clustering—0
Gradual (In)Compatibility of Fairness CriteriaCode0
A Systematic Approach to Group Fairness in Automated Decision Making—0
On Characterizing the Trade-off in Invariant Representation LearningCode0
Attributing Fair Decisions with Attention InterventionsCode0
Sustainable Modular Debiasing of Language Models—0
Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the CloudCode1
Learning-Based Downlink Power Allocation in Cell-Free Massive MIMO SystemsCode1
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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