Browse State-of-the-Art › Fairness › Papers, page 25

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 25 of 57: papers 2,401 to 2,500 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.

• Trustworthy XAI and Application
  22 Oct 2024 0 repositories listed
• Finite-Sample and Distribution-Free Fair Classification: Optimal Trade-off Between Excess Risk and Fairness, and the Cost of Group-Blindness
  21 Oct 2024 0 repositories listed
• Whither Bias Goes, I Will Go: An Integrative, Systematic Review of Algorithmic Bias Mitigation
  21 Oct 2024 0 repositories listed
• Data Augmentation via Diffusion Model to Enhance AI Fairness
  20 Oct 2024 0 repositories listed
• Ethical AI in Retail: Consumer Privacy and Fairness
  20 Oct 2024 0 repositories listed
• Fairness Evaluation with Item Response Theory
  20 Oct 2024 0 repositories listed
• Who is Undercover? Guiding LLMs to Explore Multi-Perspective Team Tactic in the Game
  20 Oct 2024 0 repositories listed
• Addressing Blind Guessing: Calibration of Selection Bias in Multiple-Choice Question Answering by Video Language Models
  18 Oct 2024 0 repositories listed
• LabSafety Bench: Benchmarking LLMs on Safety Issues in Scientific Labs
  18 Oct 2024 0 repositories listed
• Text-to-Image Representativity Fairness Evaluation Framework
  18 Oct 2024 0 repositories listed
• Auditing and Enforcing Conditional Fairness via Optimal Transport
  17 Oct 2024 0 repositories listed
• FaceSaliencyAug: Mitigating Geographic, Gender and Stereotypical Biases via Saliency-Based Data Augmentation
  17 Oct 2024 0 repositories listed
• Pessimistic Evaluation
  17 Oct 2024 0 repositories listed
• Advancing Fairness in Natural Language Processing: From Traditional Methods to Explainability
  16 Oct 2024 0 repositories listed
• BenchmarkCards: Large Language Model and Risk Reporting
  16 Oct 2024 0 repositories listed
• Fair Clustering for Data Summarization: Improved Approximation Algorithms and Complexity Insights
  16 Oct 2024 0 repositories listed
• First-Person Fairness in Chatbots
  16 Oct 2024 0 repositories listed
• Using Protected Attributes to Consider Fairness in Multi-Agent Systems
  16 Oct 2024 0 repositories listed
• Bias Similarity Across Large Language Models
  15 Oct 2024 0 repositories listed
• Hairmony: Fairness-aware hairstyle classification
  15 Oct 2024 0 repositories listed
• Improving Bias in Facial Attribute Classification: A Combined Impact of KL Divergence induced Loss Function and Dual Attention
  15 Oct 2024 0 repositories listed
• Measuring Spiritual Values and Bias of Large Language Models
  15 Oct 2024 0 repositories listed
• The Fair Language Model Paradox
  15 Oct 2024 0 repositories listed
• Towards Fair Graph Representation Learning in Social Networks
  15 Oct 2024 0 repositories listed
• Detecting Unforeseen Data Properties with Diffusion Autoencoder Embeddings using Spine MRI data
  14 Oct 2024 0 repositories listed
• Gender Bias of LLM in Economics: An Existentialism Perspective
  14 Oct 2024 0 repositories listed
• Will the Inclusion of Generated Data Amplify Bias Across Generations in Future Image Classification Models?
  14 Oct 2024 0 repositories listed
• Facial Width-to-Height Ratio Does Not Predict Self-Reported Behavioral Tendencies
  13 Oct 2024 0 repositories listed
• Active Fourier Auditor for Estimating Distributional Properties of ML Models
  10 Oct 2024 0 repositories listed
• DemoShapley: Valuation of Demonstrations for In-Context Learning
  10 Oct 2024 0 repositories listed
• Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains
  10 Oct 2024 0 repositories listed
• Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games
  10 Oct 2024 0 repositories listed
• No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users
  10 Oct 2024 0 repositories listed
• RAB²-DEF: Dynamic and explainable defense against adversarial attacks in Federated Learning to fair poor clients
  10 Oct 2024 0 repositories listed
• What is Left After Distillation? How Knowledge Transfer Impacts Fairness and Bias
  10 Oct 2024 0 repositories listed
• Collusion Detection with Graph Neural Networks
  9 Oct 2024 0 repositories listed
• PFAttack: Stealthy Attack Bypassing Group Fairness in Federated Learning
  9 Oct 2024 0 repositories listed
• Ethical Leadership in the Age of AI Challenges, Opportunities and Framework for Ethical Leadership
  8 Oct 2024 0 repositories listed
• FAIREDU: A Multiple Regression-Based Method for Enhancing Fairness in Machine Learning Models for Educational Applications
  8 Oct 2024 0 repositories listed
• Skin Cancer Machine Learning Model Tone Bias
  8 Oct 2024 0 repositories listed
• Sparse Repellency for Shielded Generation in Text-to-image Diffusion Models
  8 Oct 2024 0 repositories listed
• Stochastic Bandits for Egalitarian Assignment
  8 Oct 2024 0 repositories listed
• Towards an Operational Responsible AI Framework for Learning Analytics in Higher Education
  8 Oct 2024 0 repositories listed
• Uncertainty-Aware Fairness-Adaptive Classification Trees
  8 Oct 2024 0 repositories listed
• Rules, Cases, and Reasoning: Positivist Legal Theory as a Framework for Pluralistic AI Alignment
  7 Oct 2024 0 repositories listed
• Post-hoc Study of Climate Microtargeting on Social Media Ads with LLMs: Thematic Insights and Fairness Evaluation
  7 Oct 2024 0 repositories listed
• Social Choice for Heterogeneous Fairness in Recommendation
  6 Oct 2024 0 repositories listed
• Unveiling the Impact of Local Homophily on GNN Fairness: In-Depth Analysis and New Benchmarks
  5 Oct 2024 0 repositories listed
• Group Fairness in Peer Review
  4 Oct 2024 0 repositories listed
• Towards TMA-Based Transmissive RIS Transceiver Enabled Downlink Communication Networks: A Consensus-ADMM Approach
  4 Oct 2024 0 repositories listed
• Understanding Decision Subjects' Engagement with and Perceived Fairness of AI Models When Opportunities of Qualification Improvement Exist
  4 Oct 2024 0 repositories listed
• Achieving Fairness in Predictive Process Analytics via Adversarial Learning
  3 Oct 2024 0 repositories listed
• Harm Ratio: A Novel and Versatile Fairness Criterion
  3 Oct 2024 0 repositories listed
• Minimax Group Fairness in Strategic Classification
  3 Oct 2024 0 repositories listed
• Overcoming Representation Bias in Fairness-Aware data Repair using Optimal Transport
  3 Oct 2024 0 repositories listed
• PFGuard: A Generative Framework with Privacy and Fairness Safeguards
  3 Oct 2024 0 repositories listed
• Causal Inference Tools for a Better Evaluation of Machine Learning
  2 Oct 2024 0 repositories listed
• Deep Learning and Machine Learning, Advancing Big Data Analytics and Management: Unveiling AI's Potential Through Tools, Techniques, and Applications
  2 Oct 2024 0 repositories listed
• Fair Class-Incremental Learning using Sample Weighting
  2 Oct 2024 0 repositories listed
• Fair4Free: Generating High-fidelity Fair Synthetic Samples using Data Free Distillation
  2 Oct 2024 0 repositories listed
• FairlyUncertain: A Comprehensive Benchmark of Uncertainty in Algorithmic Fairness
  2 Oct 2024 0 repositories listed
• ProxiMix: Enhancing Fairness with Proximity Samples in Subgroups
  2 Oct 2024 0 repositories listed
• Explainable Multi-Stakeholder Job Recommender Systems
  1 Oct 2024 0 repositories listed
• FMBench: Benchmarking Fairness in Multimodal Large Language Models on Medical Tasks
  1 Oct 2024 0 repositories listed
• A large-scale operational study of fingerprint quality and demographics
  30 Sep 2024 0 repositories listed
• Positive-Sum Fairness: Leveraging Demographic Attributes to Achieve Fair AI Outcomes Without Sacrificing Group Gains
  30 Sep 2024 0 repositories listed
• Fairness Analysis with Shapley-Owen Effects
  28 Sep 2024 0 repositories listed
• A TextGCN-Based Decoding Approach for Improving Remote Sensing Image Captioning
  27 Sep 2024 0 repositories listed
• Differential privacy enables fair and accurate AI-based analysis of speech disorders while protecting patient data
  27 Sep 2024 0 repositories listed
• A Fairness-Driven Method for Learning Human-Compatible Negotiation Strategies
  26 Sep 2024 0 repositories listed
• Behaviour4All: in-the-wild Facial Behaviour Analysis Toolkit
  26 Sep 2024 0 repositories listed
• Efficient Fairness-Performance Pareto Front Computation
  26 Sep 2024 0 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
• Model-Based Machine Learning for Max-Min Fairness Beamforming Design in JCAS Systems
  26 Sep 2024 0 repositories listed
• An Effective, Robust and Fairness-aware Hate Speech Detection Framework
  25 Sep 2024 0 repositories listed
• Managing Basis Risks in Weather Parametric Insurance: A Quantitative Study of Diversification and Key Influencing Factors
  25 Sep 2024 0 repositories listed
• A Comprehensive Survey of Bias in LLMs: Current Landscape and Future Directions
  24 Sep 2024 0 repositories listed
• From Pixels to Words: Leveraging Explainability in Face Recognition through Interactive Natural Language Processing
  24 Sep 2024 0 repositories listed
• AdapFair: Ensuring Continuous Fairness for Machine Learning Operations
  23 Sep 2024 0 repositories listed
• Asking an AI for salary negotiation advice is a matter of concern: Controlled experimental perturbation of ChatGPT for protected and non-protected group discrimination on a contextual task with no clear ground truth answers
  23 Sep 2024 0 repositories listed
• Method of Equal Shares with Bounded Overspending
  23 Sep 2024 0 repositories listed
• Not Only the Last-Layer Features for Spurious Correlations: All Layer Deep Feature Reweighting
  23 Sep 2024 0 repositories listed
• Evaluating Gender, Racial, and Age Biases in Large Language Models: A Comparative Analysis of Occupational and Crime Scenarios
  22 Sep 2024 0 repositories listed
• UAV-Enabled Data Collection for IoT Networks via Rainbow Learning
  22 Sep 2024 0 repositories listed
• Data Generation via Latent Factor Simulation for Fairness-aware Re-ranking
  21 Sep 2024 0 repositories listed
• The trade-off between data minimization and fairness in collaborative filtering
  21 Sep 2024 0 repositories listed
• Anti-jamming Transmission of Downlink Cell Free Millimeter-Wave MIMO System
  20 Sep 2024 0 repositories listed
• Transforming disaster risk reduction with AI and big data: Legal and interdisciplinary perspectives
  20 Sep 2024 0 repositories listed
• A Deep Dive into Fairness, Bias, Threats, and Privacy in Recommender Systems: Insights and Future Research
  19 Sep 2024 0 repositories listed
• Is it Still Fair? A Comparative Evaluation of Fairness Algorithms through the Lens of Covariate Drift
  19 Sep 2024 0 repositories listed
• A Data Envelopment Analysis Approach for Assessing Fairness in Resource Allocation: Application to Kidney Exchange Programs
  18 Sep 2024 0 repositories listed
• DifFaiRec: Generative Fair Recommender with Conditional Diffusion Model
  18 Sep 2024 0 repositories listed
• User Subgrouping and Power Control for Multicast Massive MIMO over Spatially Correlated Channels
  18 Sep 2024 0 repositories listed
• A Deep Learning Approach for User-Centric Clustering in Cell-Free Massive MIMO Systems
  17 Sep 2024 0 repositories listed
• Beyond Algorithmic Fairness: A Guide to Develop and Deploy Ethical AI-Enabled Decision-Support Tools
  17 Sep 2024 0 repositories listed
• Bypassing the Popularity Bias: Repurposing Models for Better Long-Tail Recommendation
  17 Sep 2024 0 repositories listed
• Unveiling and Mitigating Bias in Large Language Model Recommendations: A Path to Fairness
  17 Sep 2024 0 repositories listed
• Fair Anomaly Detection For Imbalanced Groups
  17 Sep 2024 0 repositories listed
• OATH: Efficient and Flexible Zero-Knowledge Proofs of End-to-End ML Fairness
  17 Sep 2024 0 repositories listed
• A Green Multi-Attribute Client Selection for Over-The-Air Federated Learning: A Grey-Wolf-Optimizer Approach
  16 Sep 2024 0 repositories listed
• Fairness, not Emotion, Drives Socioeconomic Decision Making
  16 Sep 2024 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.