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Fairness

Papers

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Showing 3926–3950 of 5676 papers

TitleStatusHype
Alexa, in you, I trust! Fairness and Interpretability Issues in E-commerce Search through Smart Speakers—0
PrivFair: a Library for Privacy-Preserving Fairness AuditingCode0
Optimal Transport of Classifiers to FairnessCode0
FMP: Toward Fair Graph Message Passing against Topology Bias—0
Fair SA: Sensitivity Analysis for Fairness in Face Recognition—0
Counterfactual Multi-Token Fairness in Text Classification—0
Introducing the Expohedron for Efficient Pareto-optimal Fairness-Utility Amortizations in Repeated RankingsCode0
AI-based artistic representation of emotions from EEG signals: a discussion on fairness, inclusion, and aestheticsCode0
Learning fair representation with a parametric integral probability metricCode0
SLIDE: a surrogate fairness constraint to ensure fairness consistencyCode0
Distributionally Robust Fair Principal Components via Geodesic Descents—0
(Almost) Envy-Free, Proportional and Efficient Allocations of an Indivisible Mixed Manna—0
Doing Right by Not Doing Wrong in Human-Robot Collaboration—0
Dikaios: Privacy Auditing of Algorithmic Fairness via Attribute Inference Attacks—0
Fairness for Text Classification Tasks with Identity Information Data Augmentation Methods—0
Smartphone-based Hard-braking Event Detection at Scale for Road Safety Services—0
Fair Representation Clustering with Several Protected Classes—0
FORML: Learning to Reweight Data for Fairness—0
Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcareCode0
Fairness of Machine Learning Algorithms in Demography—0
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings—0
Normalise for Fairness: A Simple Normalisation Technique for Fairness in Regression Machine Learning Problems—0
Federated Active Learning (F-AL): an Efficient Annotation Strategy for Federated Learning—0
An Empirical Study of Modular Bias Mitigators and Ensembles—0
Causal Explanations and XAI—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