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Fairness

Papers

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Showing 1901–1950 of 5676 papers

TitleStatusHype
Exploring the Unfairness of DP-SGD Across Settings—0
Exploring unfairness in Integrated Gradients based attribution methods—0
Calibrated Fairness in Bandits—0
Exploring Welfare Maximization and Fairness in Participatory Budgeting—0
Exponential Structure of Income Inequality: Evidence from 67 Countries—0
Exposing Product Bias in LLM Investment Recommendation—0
Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities—0
Explainable AI for Classifying UTI Risk Groups Using a Real-World Linked EHR and Pathology Lab Dataset—0
Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees—0
Extracting Fairness Policies from Legal Documents—0
FairVision: Equitable Deep Learning for Eye Disease Screening via Fair Identity Scaling—0
Antenna Health-Aware Selective Beamforming for Hardware-Constrained DFRC Systems I—0
Explainability Is in the Mind of the Beholder: Establishing the Foundations of Explainable Artificial Intelligence—0
Explainability for identification of vulnerable groups in machine learning models—0
Explainability for fair machine learning—0
Cali3F: Calibrated Fast Fair Federated Recommendation System—0
An Overview of Large Language Models for Statisticians—0
AestheticNet: Reducing bias in facial data sets under ethical considerations—0
Explainability-Driven Quality Assessment for Rule-Based Systems—0
Experts' View on Challenges and Needs for Fairness in Artificial Intelligence for Education—0
Expert-Like Reparameterization of Heterogeneous Pyramid Receptive Fields in Efficient CNNs for Fair Medical Image Classification—0
Expert-Guided Extinction of Toxic Tokens for Debiased Generation—0
An Overview of Fairness in Data – Illuminating the Bias in Data Pipeline—0
Experimental Studies in General Game Playing: An Experience Report—0
Factors Affecting the Performance of Automated Speaker Verification in Alzheimer's Disease Clinical Trials—0
FactSheets: Increasing Trust in AI Services through Supplier's Declarations of Conformity—0
CAD-VAE: Leveraging Correlation-Aware Latents for Comprehensive Fair Disentanglement—0
Exchanging Lessons Between Algorithmic Fairness and Domain Generalization—0
CADS: Core-Aware Dynamic Scheduler for Multicore Memory Controllers—0
FAE: A Fairness-Aware Ensemble Framework—0
Fair Active Learning: Solving the Labeling Problem in Insurance—0
ExCalibR: Expected Calibration of Recommendations—0
Example-based Explanations for Random Forests using Machine Unlearning—0
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning—0
Examining the Interplay Between Privacy and Fairness for Speech Processing: A Review and Perspective—0
Examining risks of racial biases in NLP tools for child protective services—0
Fair Active Learning in Low-Data Regimes—0
Fair Active Ranking from Pairwise Preferences—0
Bypassing the Popularity Bias: Repurposing Models for Better Long-Tail Recommendation—0
Examining Imbalance Effects on Performance and Demographic Fairness of Clinical Language Models—0
EXAGREE: Towards Explanation Agreement in Explainable Machine Learning—0
Fair Adversarial Networks—0
Bundled School Choice—0
A Novel Terabit Grid-of-Beam Optical Wireless Multi-User Access Network with Beam Clustering—0
Fair Algorithm Design: Fair and Efficacious Machine Scheduling—0
A Novel Regularization Approach to Fair ML—0
Abstracting Fairness: Oracles, Metrics, and Interpretability—0
Fair Algorithms for Infinite and Contextual Bandits—0
Fair Algorithms for Learning in Allocation Problems—0
Evolutionary Reinforcement Learning: A Systematic Review and Future Directions—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