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Fairness

Papers

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Showing 1501–1550 of 5676 papers

TitleStatusHype
Fair Reciprocal Recommendation in Matching MarketsCode0
Multi-Output Distributional Fairness via Post-Processing—0
Fairness in Survival Analysis with Distributionally Robust OptimizationCode0
Testing and Evaluation of Large Language Models: Correctness, Non-Toxicity, and Fairness—0
Reproducibility Study Of Learning Fair Graph Representations Via Automated Data AugmentationsCode0
The Artificial Intelligence Act: critical overview—0
Explainable Artificial Intelligence: A Survey of Needs, Techniques, Applications, and Future Direction—0
Fairness-Aware Estimation of Graphical ModelsCode0
Fair Best Arm Identification with Fixed ConfidenceCode0
How Knowledge Distillation Mitigates the Synthetic Gap in Fair Face RecognitionCode0
A Catalog of Fairness-Aware Practices in Machine Learning Engineering—0
GradBias: Unveiling Word Influence on Bias in Text-to-Image Generative ModelsCode0
FineFACE: Fair Facial Attribute Classification Leveraging Fine-grained FeaturesCode0
Meta-Learning Empowered Graph Neural Networks for Radio Resource Management—0
AdapShare: An RL-Based Dynamic Spectrum Sharing Solution for O-RAN—0
Self-Improving Diffusion Models with Synthetic Data—0
The effects of data preprocessing on probability of default model fairness—0
Trustworthy and Responsible AI for Human-Centric Autonomous Decision-Making Systems—0
Fairness, Accuracy, and Unreliable Data—0
Responsible AI for Test Equity and Quality: The Duolingo English Test as a Case Study—0
Does Data-Efficient Generalization Exacerbate Bias in Foundation Models?—0
Using Backbone Foundation Model for Evaluating Fairness in Chest Radiography Without Demographic Data—0
Ensuring Equitable Financial Decisions: Leveraging Counterfactual Fairness and Deep Learning for Bias—0
On Mobility Equity and the Promise of Emerging Transportation Systems—0
Examining the Interplay Between Privacy and Fairness for Speech Processing: A Review and Perspective—0
Post-processing fairness with minimal changes—0
Enhancing Fairness through Reweighting: A Path to Attain the Sufficiency Rule—0
Submodular Maximization Approaches for Equitable Client Selection in Federated Learning—0
Outlier Detection Bias Busted: Understanding Sources of Algorithmic Bias through Data-centric Factors—0
Ensuring Fairness with Transparent Auditing of Quantitative Bias in AI Systems—0
Temporal Fairness in Decision Making Problems—0
Disentangling, Amplifying, and Debiasing: Learning Disentangled Representations for Fair Graph Neural NetworksCode0
Online Fair Division with Contextual Bandits—0
Exploring Bias and Prediction Metrics to Characterise the Fairness of Machine Learning for Equity-Centered Public Health Decision-Making: A Narrative Review—0
Can Artificial Intelligence Embody Moral Values?—0
Towards measuring fairness in speech recognition: Fair-Speech dataset—0
Aligning (Medical) LLMs for (Counterfactual) FairnessCode0
Fair Augmentation for Graph Collaborative FilteringCode0
Dataset | Mindset = Explainable AI | Interpretable AI—0
It's Not You, It's Me: The Impact of Choice Models and Ranking Strategies on Gender Imbalance in Music RecommendationCode0
Rethinking Training for De-biasing Text-to-Image Generation: Unlocking the Potential of Stable Diffusion—0
Fair Combinatorial Auction for Blockchain Trade Intents: Being Fair without Knowing What is Fair—0
Fairness measures for biometric quality assessment—0
Applying and Evaluating Large Language Models in Mental Health Care: A Scoping Review of Human-Assessed Generative Tasks—0
Don't Kill the Baby: The Case for AI in Arbitration—0
Lookism: The overlooked bias in computer vision—0
A Constraint Programming Approach to Fair High School Course Scheduling—0
Generating Synthetic Fair Syntax-agnostic Data by Learning and Distilling Fair Representation—0
Fairness Under Cover: Evaluating the Impact of Occlusions on Demographic Bias in Facial RecognitionCode0
Strategic Demonstration Selection for Improved Fairness in LLM In-Context Learning—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