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Fairness

Papers

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Showing 3101–3125 of 5676 papers

TitleStatusHype
Fairly Predicting Graft Failure in Liver Transplant for Organ Assigning—0
Improving Fairness in Adaptive Social Exergames via Shapley Bandits—0
On (assessing) the fairness of risk score models—0
Measuring Equality in Machine Learning Security Defenses: A Case Study in Speech Recognition—0
Designing Equitable AlgorithmsCode0
The Unbearable Weight of Massive Privilege: Revisiting Bias-Variance Trade-Offs in the Context of Fair Prediction—0
Function Composition in Trustworthy Machine Learning: Implementation Choices, Insights, and Questions—0
Complex QA and language models hybrid architectures, Survey—0
Welfare and Fairness Dynamics in Federated Learning: A Client Selection Perspective—0
Learning with Impartiality to Walk on the Pareto Frontier of Fairness, Privacy, and Utility—0
Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking—0
Entity Aware Modelling: A Survey—0
Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning—0
Fairly Adaptive Negative Sampling for Recommendations—0
Learning Density-Based Correlated Equilibria for Markov GamesCode0
Individual Fairness under Uncertainty—0
Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness settingCode0
Preventing Discriminatory Decision-making in Evolving Data Streams—0
Group Fairness with Uncertainty in Sensitive Attributes—0
Towards Reliable Assessments of Demographic Disparities in Multi-Label Image Classifiers—0
Evaluating Trade-offs in Computer Vision Between Attribute Privacy, Fairness and Utility—0
When mitigating bias is unfair: multiplicity and arbitrariness in algorithmic group fairnessCode0
READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input NoisesCode0
Provable Detection of Propagating Sampling Bias in Prediction Models—0
Parameter-efficient Modularised Bias Mitigation via AdapterFusionCode0
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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