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Fairness

Papers

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Showing 4626–4650 of 5676 papers

TitleStatusHype
Augmented Fairness: An Interpretable Model Augmenting Decision-Makers' Fairness—0
Learning to Continuously Optimize Wireless Resource In Episodically Dynamic EnvironmentCode1
Learning-Assisted User Clustering in Cell-Free Massive MIMO-NOMA Networks—0
FAIR: Fair Adversarial Instance Re-weighting—0
Statistical Inference for Maximin Effects: Identifying Stable Associations across Multiple Studies—0
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty—0
Good proctor or "Big Brother"? AI Ethics and Online Exam Supervision Technologies—0
Shortcomings of Counterfactual Fairness and a Proposed Modification—0
An example of prediction which complies with Demographic Parity and equalizes group-wise risks in the context of regression—0
Metric-Free Individual Fairness with Cooperative Contextual Bandits—0
Cross Layer Optimization and Distributed Reinforcement Learning for Wireless 360° Video Streaming—0
Fairness and Robustness in Invariant Learning: A Case Study in Toxicity ClassificationCode0
Exploring Gender Disparities in Time to Diagnosis—0
A Low-Complexity Approach for Max-Min Fairness in Uplink Cell-Free Massive MIMO—0
Two-Sided Fairness in Non-Personalised RecommendationsCode0
Mitigating Bias in Set Selection with Noisy Protected AttributesCode0
FairLens: Auditing Black-box Clinical Decision Support Systems—0
On the Privacy Risks of Algorithmic FairnessCode0
Fair Machine Learning Under Partial Compliance—0
Wasserstein-based fairness interpretability framework for machine learning models—0
Does enforcing fairness mitigate biases caused by subpopulation shift?—0
Modified Vector Quantization for Small-Cell Access Point Placement with Inter-Cell Interference—0
Minimax Group Fairness: Algorithms and ExperimentsCode1
Debiasing classifiers: is reality at variance with expectation?—0
On the Moral Justification of Statistical Parity—0
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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

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