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Fairness

Papers

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Showing 4651–4700 of 5676 papers

TitleStatusHype
Exacerbating Algorithmic Bias through Fairness AttacksCode0
Latent-CF: A Simple Baseline for Reverse Counterfactual Explanations—0
Online Learning Demands in Max-min Fairness—0
Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning—0
Noisy Linear Convergence of Stochastic Gradient Descent for CV@R Statistical Learning under Polyak-Łojasiewicz Conditions—0
Demystifying Deep Neural Networks Through Interpretation: A Survey—0
Trading the System Efficiency for the Income Equality of Drivers in Rideshare—0
Fairness in Rating Prediction by Awareness of Verbal and Gesture Quality of Public SpeechesCode0
Conceptualization and Framework of Hybrid Intelligence Systems—0
TARA: Training and Representation Alteration for AI Fairness and Domain Generalization—0
Repurposing recidivism models for forecasting police officer use of forceCode0
Investigating Bias in Image Classification using Model Explanations—0
A Statistical Test for Probabilistic Fairness—0
Fairness Preferences, Actual and Hypothetical: A Study of Crowdworker Incentives—0
Reconfigurable Intelligent Surface Aided Constant-Envelope Wireless Power Transfer—0
Improving Fairness and Privacy in Selection Problems—0
FairOD: Fairness-aware Outlier DetectionCode0
Empirical observation of negligible fairness-accuracy trade-offs in machine learning for public policyCode0
The Managerial Effects of Algorithmic Fairness Activism—0
Mitigating Bias in Federated Learning—0
Non-portability of Algorithmic Fairness in India—0
Assignment Maximization—0
FAST: A Fairness Assured Service Recommendation Strategy Considering Service Capacity Constraint—0
Towards Fairness in Classifying Medical Conversations into SOAP Sections—0
Approximate Heavily-Constrained Learning with Lagrange Multiplier Models—0
Exploiting MMD and Sinkhorn Divergences for Fair and Transferable Representation Learning—0
Fair regression via plug-in estimator and recalibration with statistical guarantees—0
A Fair Classifier Using Kernel Density Estimation—0
Fair Multiple Decision Making Through Soft InterventionsCode0
FairFaceGAN: Fairness-aware Facial Image-to-Image Translation—0
Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Evolvability—0
Fair Densities via Boosting the Sufficient Statistics of Exponential FamiliesCode0
Fairness with Overlapping Groups; a Probabilistic Perspective—0
Multimodal Review Generation with Privacy and Fairness AwarenessCode0
KFC: A Scalable Approximation Algorithm for k−center Fair Clustering—0
Towards Auditability for Fairness in Deep Learning—0
CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age—0
Feedback Effects in Repeat-Use Criminal Risk Assessments—0
Reducing Discrimination in Learning Algorithms for Social Good in Sociotechnical Systems—0
Towards robust and speculation-reduction real estate pricing models based on a data-driven strategy—0
Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder—0
A Novel NOMA Solution with RIS Partitioning—0
Fairness-guided SMT-based Rectification of Decision Trees and Random Forests—0
Augmented Fairness: An Interpretable Model Augmenting Decision-Makers' Fairness—0
Probing Fairness of Mobile Ocular Biometrics Methods Across Gender on VISOB 2.0 Dataset—0
Stochastic Client Selection for Federated Learning with Volatile Clients—0
FAIR: Fair Adversarial Instance Re-weighting—0
Good proctor or "Big Brother"? AI Ethics and Online Exam Supervision Technologies—0
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty—0
Statistical Inference for Maximin Effects: Identifying Stable Associations across Multiple Studies—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