Browse State-of-the-Art › Fairness › Papers, page 28
Fairness
Papers archive 2025-07-28
archive papers tagged: 5,676 · with a code link: 1,714 · where Syntology ran a sample: 404 (329 with a run with no instrument failure, 75 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (404 of 5,676 tagged: 329 with a run with no instrument failure, 75 where every run was a failure of Syntology's instrument)
Page 28 of 57: papers 2,701 to 2,800 of 5,676, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Linkage on Security, Privacy and Fairness in Federated Learning: New Balances and New Perspectives16 Jun 2024 0 repositories listed
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Justice in Healthcare Artificial Intelligence in Africa15 Jun 2024 0 repositories listed
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CUER: Corrected Uniform Experience Replay for Off-Policy Continuous Deep Reinforcement Learning Algorithms13 Jun 2024 0 repositories listed
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FairCoT: Enhancing Fairness in Diffusion Models via Chain of Thought Reasoning of Multimodal Language Models13 Jun 2024 0 repositories listed
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FADE: Towards Fairness-aware Augmentation for Domain Generalization via Classifier-Guided Score-based Diffusion Models13 Jun 2024 0 repositories listed
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Fair GLASSO: Estimating Fair Graphical Models with Unbiased Statistical Behavior13 Jun 2024 0 repositories listed
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Label Noise Robustness for Domain-Agnostic Fair Corrections via Nearest Neighbors Label Spreading13 Jun 2024 0 repositories listed
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A Sociotechnical Lens for Evaluating Computer Vision Models: A Case Study on Detecting and Reasoning about Gender and Emotion12 Jun 2024 0 repositories listed
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Ad Auctions for LLMs via Retrieval Augmented Generation12 Jun 2024 0 repositories listed
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Underneath the Numbers: Quantitative and Qualitative Gender Fairness in LLMs for Depression Prediction12 Jun 2024 0 repositories listed
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MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models11 Jun 2024 0 repositories listed
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Fairness-Aware Meta-Learning via Nash Bargaining11 Jun 2024 0 repositories listed
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Fast solution to the fair ranking problem using the Sinkhorn algorithm11 Jun 2024 0 repositories listed
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Just Because We Camp, Doesn't Mean We Should: The Ethics of Modelling Queer Voices11 Jun 2024 0 repositories listed
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Test-Time Fairness and Robustness in Large Language Models11 Jun 2024 0 repositories listed
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A Taxonomy of Challenges to Curating Fair Datasets10 Jun 2024 0 repositories listed
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Automating Food Drop: The Power of Two Choices for Dynamic and Fair Food Allocation10 Jun 2024 0 repositories listed
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Long-Term Fairness Inquiries and Pursuits in Machine Learning: A Survey of Notions, Methods, and Challenges10 Jun 2024 0 repositories listed
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An Efficient Framework for Crediting Data Contributors of Diffusion Models9 Jun 2024 0 repositories listed
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Few-Shot Load Forecasting Under Data Scarcity in Smart Grids: A Meta-Learning Approach9 Jun 2024 0 repositories listed
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Provable Optimization for Adversarial Fair Self-supervised Contrastive Learning9 Jun 2024 0 repositories listed
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A Unified View of Group Fairness Tradeoffs Using Partial Information Decomposition7 Jun 2024 0 repositories listed
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Group-wise oracle-efficient algorithms for online multi-group learning7 Jun 2024 0 repositories listed
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Measuring Fairness in Large-Scale Recommendation Systems with Missing Labels7 Jun 2024 0 repositories listed
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A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions6 Jun 2024 0 repositories listed
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Improving the Fairness of Deep-Learning, Short-term Crime Prediction with Under-reporting-aware Models6 Jun 2024 0 repositories listed
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Evaluating AI fairness in credit scoring with the BRIO tool5 Jun 2024 0 repositories listed
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On the Power of Randomization in Fair Classification and Representation5 Jun 2024 0 repositories listed
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Reconciling Heterogeneous Effects in Causal Inference5 Jun 2024 0 repositories listed
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Enhancing Trust in LLMs: Algorithms for Comparing and Interpreting LLMs4 Jun 2024 0 repositories listed
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Differentially Private Tabular Data Synthesis using Large Language Models3 Jun 2024 0 repositories listed
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Resource-constrained Fairness3 Jun 2024 0 repositories listed
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Safeguarding Large Language Models: A Survey3 Jun 2024 0 repositories listed
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A Structured Review of Literature on Uncertainty in Machine Learning & Deep Learning1 Jun 2024 0 repositories listed
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LIDAO: Towards Limited Interventions for Debiasing (Large) Language Models1 Jun 2024 0 repositories listed
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Can Machine Learning Assist in Diagnosis of Primary Immune Thrombocytopenia? A feasibility study31 May 2024 0 repositories listed
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Understanding and Reducing the Class-Dependent Effects of Data Augmentation with A Two-Player Game Approach31 May 2024 0 repositories listed
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Fair Allocation in Dynamic Mechanism Design31 May 2024 0 repositories listed
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No-Regret Learning for Fair Multi-Agent Social Welfare Optimization31 May 2024 0 repositories listed
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Algorithmic Fairness in Performative Policy Learning: Escaping the Impossibility of Group Fairness30 May 2024 0 repositories listed
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Fair Machine Learning for Healthcare Requires Recognizing the Intersectionality of Sociodemographic Factors, a Case Study30 May 2024 0 repositories listed
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Significance of Chain of Thought in Gender Bias Mitigation for English-Dravidian Machine Translation30 May 2024 0 repositories listed
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Expert-Guided Extinction of Toxic Tokens for Debiased Generation29 May 2024 0 repositories listed
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Differentially Private Clustered Federated Learning29 May 2024 0 repositories listed
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Promoting Two-sided Fairness in Dynamic Vehicle Routing Problem29 May 2024 0 repositories listed
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Towards Standardizing AI Bias Exploration29 May 2024 0 repositories listed
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Back to the Drawing Board for Fair Representation Learning28 May 2024 0 repositories listed
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Bias in Motion: Theoretical Insights into the Dynamics of Bias in SGD Training28 May 2024 0 repositories listed
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FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated Learning28 May 2024 0 repositories listed
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Learn to be Fair without Labels: a Distribution-based Learning Framework for Fair Ranking28 May 2024 0 repositories listed
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Low-rank finetuning for LLMs: A fairness perspective28 May 2024 0 repositories listed
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Post-Fair Federated Learning: Achieving Group and Community Fairness in Federated Learning via Post-processing28 May 2024 0 repositories listed
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Single-Loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions28 May 2024 0 repositories listed
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The Impossibility of Fair LLMs28 May 2024 0 repositories listed
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Towards Clinical AI Fairness: Filling Gaps in the Puzzle28 May 2024 0 repositories listed
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Understanding Intrinsic Socioeconomic Biases in Large Language Models28 May 2024 0 repositories listed
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A Mobility Equity Metric for Multi-Modal Intelligent Transportation Systems27 May 2024 0 repositories listed
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Advancing Cultural Inclusivity: Optimizing Embedding Spaces for Balanced Music Recommendations27 May 2024 0 repositories listed
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Exploring Fairness in Educational Data Mining in the Context of the Right to be Forgotten27 May 2024 0 repositories listed
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FUGNN: Harmonizing Fairness and Utility in Graph Neural Networks27 May 2024 0 repositories listed
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Probabilistically Plausible Counterfactual Explanations with Normalizing Flows27 May 2024 0 repositories listed
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Guaranteeing Accuracy and Fairness under Fluctuating User Traffic: A Bankruptcy-Inspired Re-ranking Approach25 May 2024 0 repositories listed
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Revisit, Extend, and Enhance Hessian-Free Influence Functions25 May 2024 0 repositories listed
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A3:Ambiguous Aberrations Captured via Astray-Learning for Facial Forgery Semantic Sublimation24 May 2024 0 repositories listed
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GPT is Not an Annotator: The Necessity of Human Annotation in Fairness Benchmark Construction24 May 2024 0 repositories listed
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Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making24 May 2024 0 repositories listed
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Quantifying the Cross-sectoral Intersecting Discrepancies within Multiple Groups Using Latent Class Analysis Towards Fairness24 May 2024 0 repositories listed
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The Impact and Opportunities of Generative AI in Fact-Checking24 May 2024 0 repositories listed
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A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results23 May 2024 0 repositories listed
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Fairness Hub Technical Briefs: Definition and Detection of Distribution Shift23 May 2024 0 repositories listed
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Harmful Speech Detection by Language Models Exhibits Gender-Queer Dialect Bias23 May 2024 0 repositories listed
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Synthetic Data Generation for Intersectional Fairness by Leveraging Hierarchical Group Structure23 May 2024 0 repositories listed
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A Uniform Concentration Inequality for Kernel-Based Two-Sample Statistics22 May 2024 0 repositories listed
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Emulating Full Participation: An Effective and Fair Client Selection Strategy for Federated Learning22 May 2024 0 repositories listed
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Fair Online Bilateral Trade22 May 2024 0 repositories listed
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Perceptual Fairness in Image Restoration22 May 2024 0 repositories listed
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Improving Fairness and Mitigating MADness in Generative Models22 May 2024 0 repositories listed
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FairLENS: Assessing Fairness in Law Enforcement Speech Recognition21 May 2024 0 repositories listed
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Trusting Fair Data: Leveraging Quality in Fairness-Driven Data Removal Techniques21 May 2024 0 repositories listed
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Assessing Group Fairness with Social Welfare Optimization19 May 2024 0 repositories listed
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Testing the Performance of Face Recognition for People with Down Syndrome18 May 2024 0 repositories listed
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Auditing the Fairness of the US COVID-19 Forecast Hub's Case Prediction Models17 May 2024 0 repositories listed
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A Polynomial-Time Approximation for Pairwise Fair k-Median Clustering16 May 2024 0 repositories listed
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Biasing & Debiasing based Approach Towards Fair Knowledge Transfer for Equitable Skin Analysis16 May 2024 0 repositories listed
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A survey on fairness of large language models in e-commerce: progress, application, and challenge15 May 2024 0 repositories listed
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Continuous Multi-Link Operation: A Contention-Free Mechanism for the Unlicensed Spectrum15 May 2024 0 repositories listed
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DemOpts: Fairness corrections in COVID-19 case prediction models15 May 2024 0 repositories listed
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Large Language Model Bias Mitigation from the Perspective of Knowledge Editing15 May 2024 0 repositories listed
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Multi-Objective Optimization-based Transmit Beamforming for Multi-Target and Multi-User MIMO-ISAC Systems15 May 2024 0 repositories listed
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The Unfairness of ε-Fairness15 May 2024 0 repositories listed
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Navigating LLM Ethics: Advancements, Challenges, and Future Directions14 May 2024 0 repositories listed
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Towards Marginal Fairness Sliced Wasserstein Barycenter13 May 2024 0 repositories listed
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Mitigating federated learning contribution allocation instability through randomized aggregation13 May 2024 0 repositories listed
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Data Trading Combination Auction Mechanism based on the Exponential Mechanism12 May 2024 0 repositories listed
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Intrinsic Fairness-Accuracy Tradeoffs under Equalized Odds12 May 2024 0 repositories listed
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Fairness in Reinforcement Learning: A Survey11 May 2024 0 repositories listed
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Advantageous and disadvantageous inequality aversion can be taught through vicarious learning of others' preferences10 May 2024 0 repositories listed
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Is the panel fair? Evaluating panel compositions through network analysis. The case of research assessments in Italy10 May 2024 0 repositories listed
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Trustworthy AI-Generative Content for Intelligent Network Service: Robustness, Security, and Fairness9 May 2024 0 repositories listed
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LLMs with Personalities in Multi-issue Negotiation Games8 May 2024 0 repositories listed