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Fairness

Papers

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Showing 3751–3775 of 5676 papers

TitleStatusHype
Fair NLP Models with Differentially Private Text EncodersCode0
Learning Based User Scheduling in Reconfigurable Intelligent Surface Assisted Multiuser Downlink—0
"There Is Not Enough Information": On the Effects of Explanations on Perceptions of Informational Fairness and Trustworthiness in Automated Decision-Making—0
De-biasing "bias" measurementCode0
A Survey on Fairness for Machine Learning on GraphsCode0
Individual Fairness Guarantees for Neural NetworksCode0
Bias and Fairness on Multimodal Emotion Detection Algorithms—0
Is calibration a fairness requirement? An argument from the point of view of moral philosophy and decision theory—0
Don't Throw it Away! The Utility of Unlabeled Data in Fair Decision MakingCode0
Towards Intersectionality in Machine Learning: Including More Identities, Handling Underrepresentation, and Performing EvaluationCode0
Risk Preferences of Learning Algorithms—0
Evaluating the Fairness Impact of Differentially Private Synthetic Data—0
A Transparency Index Framework for AI in Education—0
A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges—0
Towards Racially Unbiased Skin Tone Estimation via Scene Disambiguation—0
The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations—0
Rethinking Fairness: An Interdisciplinary Survey of Critiques of Hegemonic ML Fairness Approaches—0
Optimising Equal Opportunity Fairness in Model TrainingCode0
On Disentangled and Locally Fair Representations—0
Subverting Fair Image Search with Generative Adversarial Perturbations—0
Equity and Fairness of Bayesian Knowledge Tracing—0
Exploring Rawlsian Fairness for K-Means Clustering—0
Controlled Mobility for C-V2X Road Safety Reception Optimization—0
A Novel Approach to Fairness in Automated Decision-Making using Affective Normalization—0
Domain Adaptation meets Individual Fairness. And they get along—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