Browse State-of-the-Art › Fairness › Papers, page 20
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 20 of 57: papers 1,901 to 2,000 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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FairPO: Robust Preference Optimization for Fair Multi-Label Learning5 May 2025 0 repositories listed
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The Multimodal Paradox: How Added and Missing Modalities Shape Bias and Performance in Multimodal AI5 May 2025 0 repositories listed
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Causally Fair Node Classification on Non-IID Graph Data3 May 2025 0 repositories listed
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Mitigating Group-Level Fairness Disparities in Federated Visual Language Models3 May 2025 0 repositories listed
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Artificial Intelligence in Government: Why People Feel They Lose Control2 May 2025 0 repositories listed
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StablePCA: Learning Shared Representations across Multiple Sources via Minimax Optimization2 May 2025 0 repositories listed
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Bayes-Optimal Fair Classification with Multiple Sensitive Features1 May 2025 0 repositories listed
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From Texts to Shields: Convergence of Large Language Models and Cybersecurity1 May 2025 0 repositories listed
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BiasGuard: A Reasoning-enhanced Bias Detection Tool For Large Language Models30 Apr 2025 0 repositories listed
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Does the Prompt-based Large Language Model Recognize Students' Demographics and Introduce Bias in Essay Scoring?30 Apr 2025 0 repositories listed
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Enhancing Security and Strengthening Defenses in Automated Short-Answer Grading Systems30 Apr 2025 0 repositories listed
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Quantitative Auditing of AI Fairness with Differentially Private Synthetic Data30 Apr 2025 0 repositories listed
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TRIED: Truly Innovative and Effective AI Detection Benchmark, developed by WITNESS30 Apr 2025 0 repositories listed
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Who Gets the Callback? Generative AI and Gender Bias30 Apr 2025 0 repositories listed
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Mitigating Bias in Facial Recognition Systems: Centroid Fairness Loss Optimization27 Apr 2025 0 repositories listed
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The Convergent Ethics of AI? Analyzing Moral Foundation Priorities in Large Language Models with a Multi-Framework Approach27 Apr 2025 0 repositories listed
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Fairness-aware Dynamic Hosting Capacity and the Impacts of Strategic Solar PV Curtailment26 Apr 2025 0 repositories listed
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Two-Agent DRL for Power Allocation and IRS Orientation in Dynamic NOMA-based OWC Networks26 Apr 2025 0 repositories listed
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Understanding and Mitigating Risks of Generative AI in Financial Services25 Apr 2025 0 repositories listed
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Towards Equitable Rail Service Allocation Through Fairness-Oriented Timetabling in Liberalized Markets24 Apr 2025 0 repositories listed
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Evaluation Framework for AI Systems in "the Wild"23 Apr 2025 0 repositories listed
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Self-Nomination: Deep Learning for Decentralized CSI Feedback Reduction in MU-MIMO Systems23 Apr 2025 0 repositories listed
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Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching23 Apr 2025 0 repositories listed
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Assessing FAIRness of the Digital Shadow Reference Model22 Apr 2025 0 repositories listed
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Enhancing Trust Through Standards: A Comparative Risk-Impact Framework for Aligning ISO AI Standards with Global Ethical and Regulatory Contexts22 Apr 2025 0 repositories listed
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FairPlay: A Collaborative Approach to Mitigate Bias in Datasets for Improved AI Fairness22 Apr 2025 0 repositories listed
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Reflexive Prompt Engineering: A Framework for Responsible Prompt Engineering and Interaction Design22 Apr 2025 0 repositories listed
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Towards responsible AI for education: Hybrid human-AI to confront the Elephant in the room22 Apr 2025 0 repositories listed
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aiXamine: Simplified LLM Safety and Security21 Apr 2025 0 repositories listed
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How Global Calibration Strengthens Multiaccuracy21 Apr 2025 0 repositories listed
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Position: Bayesian Statistics Facilitates Stakeholder Participation in Evaluation of Generative AI21 Apr 2025 0 repositories listed
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Single-loop Algorithms for Stochastic Non-convex Optimization with Weakly-Convex Constraints21 Apr 2025 0 repositories listed
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Some Optimizers are More Equal: Understanding the Role of Optimizers in Group Fairness21 Apr 2025 0 repositories listed
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Understanding Accuracy-Fairness Trade-offs in Re-ranking through Elasticity in Economics21 Apr 2025 0 repositories listed
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A Case Study Exploring the Current Landscape of Synthetic Medical Record Generation with Commercial LLMs20 Apr 2025 0 repositories listed
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FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering20 Apr 2025 0 repositories listed
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Max-Min Fairness for Stacked Intelligent Metasurface-Assisted Multi-User MISO Systems20 Apr 2025 0 repositories listed
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Regret-aware Re-ranking for Guaranteeing Two-sided Fairness and Accuracy in Recommender Systems20 Apr 2025 0 repositories listed
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Balancing Fairness and Performance in Healthcare AI: A Gradient Reconciliation Approach19 Apr 2025 0 repositories listed
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Fairness and Robustness in Machine Unlearning18 Apr 2025 0 repositories listed
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Efficient Major Transition Exchange under Distributional and Dual Priority-respecting Constraints17 Apr 2025 0 repositories listed
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ELAB: Extensive LLM Alignment Benchmark in Persian Language17 Apr 2025 0 repositories listed
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Governance Challenges in Reinforcement Learning from Human Feedback: Evaluator Rationality and Reinforcement Stability17 Apr 2025 0 repositories listed
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Benchmarking Mutual Information-based Loss Functions in Federated Learning16 Apr 2025 0 repositories listed
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Discrimination-free Insurance Pricing with Privatized Sensitive Attributes16 Apr 2025 0 repositories listed
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Steering Prosocial AI Agents: Computational Basis of LLM's Decision Making in Social Simulation16 Apr 2025 0 repositories listed
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What do people expect from Artificial Intelligence? Public opinion on alignment in AI moderation from Germany and the United States16 Apr 2025 0 repositories listed
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Bias Beyond English: Evaluating Social Bias and Debiasing Methods in a Low-Resource Setting15 Apr 2025 0 repositories listed
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Counterfactual Fairness Evaluation of Machine Learning Models on Educational Datasets15 Apr 2025 0 repositories listed
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Building Trustworthy Multimodal AI: A Review of Fairness, Transparency, and Ethics in Vision-Language Tasks14 Apr 2025 0 repositories listed
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Diversity-Fair Online Selection14 Apr 2025 0 repositories listed
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Multi-Stream Transmission in Cell-Free MIMO Networks with Coherent AP Clustering14 Apr 2025 0 repositories listed
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Towards Unbiased Federated Graph Learning: Label and Topology Perspectives14 Apr 2025 0 repositories listed
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FairACE: Achieving Degree Fairness in Graph Neural Networks via Contrastive and Adversarial Group-Balanced Training12 Apr 2025 0 repositories listed
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Beyond Global Metrics: A Fairness Analysis for Interpretable Voice Disorder Detection Systems11 Apr 2025 0 repositories listed
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Enhancements for Developing a Comprehensive AI Fairness Assessment Standard10 Apr 2025 0 repositories listed
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FAIR-SIGHT: Fairness Assurance in Image Recognition via Simultaneous Conformal Thresholding and Dynamic Output Repair10 Apr 2025 0 repositories listed
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FairEval: Evaluating Fairness in LLM-Based Recommendations with Personality Awareness10 Apr 2025 0 repositories listed
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MALIBU Benchmark: Multi-Agent LLM Implicit Bias Uncovered10 Apr 2025 0 repositories listed
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Trustworthy AI Must Account for Intersectionality9 Apr 2025 0 repositories listed
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Deep Fair Learning: A Unified Framework for Fine-tuning Representations with Sufficient Networks8 Apr 2025 0 repositories listed
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On the merit principle in strategic exchange8 Apr 2025 0 repositories listed
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Uncovering Fairness through Data Complexity as an Early Indicator8 Apr 2025 0 repositories listed
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From Fairness to Truthfulness: Rethinking Data Valuation Design7 Apr 2025 0 repositories listed
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HypRL: Reinforcement Learning of Control Policies for Hyperproperties7 Apr 2025 0 repositories listed
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Measuring the right thing: justifying metrics in AI impact assessments7 Apr 2025 0 repositories listed
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On the Effectiveness and Generalization of Race Representations for Debiasing High-Stakes Decisions7 Apr 2025 0 repositories listed
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Investigating and Mitigating Stereotype-aware Unfairness in LLM-based Recommendations5 Apr 2025 0 repositories listed
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Joint Optimization of Uplink and Downlink Power in Full-Duplex Integrated Access and Backhaul5 Apr 2025 0 repositories listed
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Fair and Energy-Efficient Activation Control Mechanisms for Repeater-Assisted Massive MIMO4 Apr 2025 0 repositories listed
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Metamorphic Testing for Fairness Evaluation in Large Language Models: Identifying Intersectional Bias in LLaMA and GPT4 Apr 2025 0 repositories listed
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Neutralizing the Narrative: AI-Powered Debiasing of Online News Articles4 Apr 2025 0 repositories listed
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The Limits of "Fairness" of the Variational Generalized Nash Equilibrium4 Apr 2025 0 repositories listed
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Understanding EFX Allocations: Counting and Variants4 Apr 2025 0 repositories listed
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Am I Being Treated Fairly? A Conceptual Framework for Individuals to Ascertain Fairness3 Apr 2025 0 repositories listed
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LLMs as Deceptive Agents: How Role-Based Prompting Induces Semantic Ambiguity in Puzzle Tasks3 Apr 2025 0 repositories listed
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Reasoning Inconsistencies and How to Mitigate Them in Deep Learning3 Apr 2025 0 repositories listed
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Regulating Spatial Fairness in a Tripartite Micromobility Sharing System via Reinforcement Learning3 Apr 2025 0 repositories listed
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Explainable post-training bias mitigation with distribution-based fairness metrics1 Apr 2025 0 repositories listed
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P2NIA: Privacy-Preserving Non-Iterative Auditing1 Apr 2025 0 repositories listed
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Remember, but also, Forget: Bridging Myopic and Perfect Recall Fairness with Past-Discounting1 Apr 2025 0 repositories listed
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Taxonomizing Representational Harms using Speech Act Theory1 Apr 2025 0 repositories listed
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BEATS: Bias Evaluation and Assessment Test Suite for Large Language Models31 Mar 2025 0 repositories listed
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Conformal uncertainty quantification to evaluate predictive fairness of foundation AI model for skin lesion classes across patient demographics31 Mar 2025 0 repositories listed
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Fair Dynamic Spectrum Access via Fully Decentralized Multi-Agent Reinforcement Learning31 Mar 2025 0 repositories listed
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Few-Shot Generation of Brain Tumors for Secure and Fair Data Sharing31 Mar 2025 0 repositories listed
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Finding Interest Needle in Popularity Haystack: Improving Retrieval by Modeling Item Exposure31 Mar 2025 0 repositories listed
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When Counterfactual Reasoning Fails: Chaos and Real-World Complexity31 Mar 2025 0 repositories listed
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Beyond Detection: Designing AI-Resilient Assessments with Automated Feedback Tool to Foster Critical Thinking30 Mar 2025 0 repositories listed
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Enhancing Federated Learning Through Secure Cluster-Weighted Client Aggregation29 Mar 2025 0 repositories listed
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Ethical AI on the Waitlist: Group Fairness Evaluation of LLM-Aided Organ Allocation29 Mar 2025 0 repositories listed
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Evaluating how LLM annotations represent diverse views on contentious topics29 Mar 2025 0 repositories listed
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Fair Sufficient Representation Learning29 Mar 2025 0 repositories listed
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FairSAM: Fair Classification on Corrupted Data Through Sharpness-Aware Minimization29 Mar 2025 0 repositories listed
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Comparing Methods for Bias Mitigation in Graph Neural Networks28 Mar 2025 0 repositories listed
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Niyama : Breaking the Silos of LLM Inference Serving28 Mar 2025 0 repositories listed
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Quantum Doeblin Coefficients: Interpretations and Applications28 Mar 2025 0 repositories listed
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FAIR-QR: Enhancing Fairness-aware Information Retrieval through Query Refinement27 Mar 2025 0 repositories listed
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NeuroLIP: Interpretable and Fair Cross-Modal Alignment of fMRI and Phenotypic Text27 Mar 2025 0 repositories listed
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Active Data Sampling and Generation for Bias Remediation26 Mar 2025 0 repositories listed