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Fairness

Papers

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Showing 5301–5350 of 5676 papers

TitleStatusHype
Exploring Bengali Religious Dialect Biases in Large Language Models with Evaluation Perspectives—0
Exploring Bias and Prediction Metrics to Characterise the Fairness of Machine Learning for Equity-Centered Public Health Decision-Making: A Narrative Review—0
Exploring Changes in Nation Perception with Nationality-Assigned Personas in LLMs—0
Exploring Effectiveness of Explanations for Appropriate Trust: Lessons from Cognitive Psychology—0
Exploring Energy Landscapes for Minimal Counterfactual Explanations: Applications in Cybersecurity and Beyond—0
Exploring Equality: An Investigation into Custom Loss Functions for Fairness Definitions—0
Exploring Explainable AI in the Financial Sector: Perspectives of Banks and Supervisory Authorities—0
Exploring Fairness for FAS-assisted Communication Systems: from NOMA to OMA—0
Exploring Fairness in Educational Data Mining in the Context of the Right to be Forgotten—0
Exploring Gender Disparities in Automatic Speech Recognition Technology—0
Exploring Gender Disparities in Time to Diagnosis—0
Exploring Graph Neural Networks for Indian Legal Judgment Prediction—0
Exploring How Machine Learning Practitioners (Try To) Use Fairness Toolkits—0
Exploring Large Language Models in Healthcare: Insights into Corpora Sources, Customization Strategies, and Evaluation Metrics—0
Exploring Privacy and Fairness Risks in Sharing Diffusion Models: An Adversarial Perspective—0
Exploring Rawlsian Fairness for K-Means Clustering—0
Exploring the Effectiveness of Deep Features from Domain-Specific Foundation Models in Retinal Image Synthesis—0
Exploring the Landscape of Machine Unlearning: A Comprehensive Survey and Taxonomy—0
Exploring the Unfairness of DP-SGD Across Settings—0
Exploring unfairness in Integrated Gradients based attribution methods—0
Exploring User Opinions of Fairness in Recommender Systems—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
Extending the Machine Learning Abstraction Boundary: A Complex Systems Approach to Incorporate Societal Context—0
Extension of Sparse Randomized Kaczmarz Algorithm for Multiple Measurement Vectors—0
Extracting Fairness Policies from Legal Documents—0
FairVision: Equitable Deep Learning for Eye Disease Screening via Fair Identity Scaling—0
FaceSaliencyAug: Mitigating Geographic, Gender and Stereotypical Biases via Saliency-Based Data Augmentation—0
FACET: Fairness in Computer Vision Evaluation Benchmark—0
Facets of Fairness in Search and Recommendation—0
Facial Width-to-Height Ratio Does Not Predict Self-Reported Behavioral Tendencies—0
FACTER: Fairness-Aware Conformal Thresholding and Prompt Engineering for Enabling Fair LLM-Based Recommender Systems—0
Factoring the Matrix of Domination: A Critical Review and Reimagination of Intersectionality in AI Fairness—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
FADE: Adversarial Concept Erasure in Flow Models—0
FADES: Fair Disentanglement with Sensitive Relevance—0
FAE: A Fairness-Aware Ensemble Framework—0
Fair4Free: Generating High-fidelity Fair Synthetic Samples using Data Free Distillation—0
FairACE: Achieving Degree Fairness in Graph Neural Networks via Contrastive and Adversarial Group-Balanced Training—0
Fair Active Learning in Low-Data Regimes—0
Fair Active Ranking from Pairwise Preferences—0
Fair Adversarial Networks—0
FairAIED: Navigating Fairness, Bias, and Ethics in Educational AI Applications—0
Fair Algorithm Design: Fair and Efficacious Machine Scheduling—0
Fair Algorithms for Hierarchical Agglomerative Clustering—0
Fair Algorithms for Infinite and Contextual Bandits—0
Fair Algorithms for Learning in Allocation Problems—0
Fair Algorithms for Multi-Agent Multi-Armed Bandits—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