Browse State-of-the-Art › Fairness › Papers, page 31
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 31 of 57: papers 3,001 to 3,100 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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Taking Training Seriously: Human Guidance and Management-Based Regulation of Artificial Intelligence13 Feb 2024 0 repositories listed
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Towards Equitable Agile Research and Development of AI and Robotics13 Feb 2024 0 repositories listed
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End-to-End Learning for Fair Multiobjective Optimization Under Uncertainty12 Feb 2024 0 repositories listed
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The Bias of Harmful Label Associations in Vision-Language Models11 Feb 2024 0 repositories listed
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Discipline and Label: A WEIRD Genealogy and Social Theory of Data Annotation9 Feb 2024 0 repositories listed
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FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via Large Language Models9 Feb 2024 0 repositories listed
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Copycats: the many lives of a publicly available medical imaging dataset9 Feb 2024 0 repositories listed
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Trust the Process: Zero-Knowledge Machine Learning to Enhance Trust in Generative AI Interactions9 Feb 2024 0 repositories listed
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Probabilistic ML Verification via Weighted Model Integration7 Feb 2024 0 repositories listed
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De-amplifying Bias from Differential Privacy in Language Model Fine-tuning7 Feb 2024 0 repositories listed
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Example-based Explanations for Random Forests using Machine Unlearning7 Feb 2024 0 repositories listed
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Learning Fair Ranking Policies via Differentiable Optimization of Ordered Weighted Averages7 Feb 2024 0 repositories listed
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Advancing Legal Reasoning: The Integration of AI to Navigate Complexities and Biases in Global Jurisprudence with Semi-Automated Arbitration Processes (SAAPs)6 Feb 2024 0 repositories listed
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Equitable Networked Microgrid Topology Reconfiguration for Wildfire Risk Mitigation6 Feb 2024 0 repositories listed
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FairWire: Fair Graph Generation6 Feb 2024 0 repositories listed
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GenLens: A Systematic Evaluation of Visual GenAI Model Outputs6 Feb 2024 0 repositories listed
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Measuring Machine Learning Harms from Stereotypes Requires Understanding Who Is Harmed by Which Errors in What Ways6 Feb 2024 0 repositories listed
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Causal Feature Selection for Responsible Machine Learning5 Feb 2024 0 repositories listed
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Counterfactual Fairness Is Not Demographic Parity, and Other Observations5 Feb 2024 0 repositories listed
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Fair Active Ranking from Pairwise Preferences5 Feb 2024 0 repositories listed
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Fairness and Privacy Guarantees in Federated Contextual Bandits5 Feb 2024 0 repositories listed
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On the Impact of Output Perturbation on Fairness in Binary Linear Classification5 Feb 2024 0 repositories listed
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Recommendation Fairness in Social Networks Over Time5 Feb 2024 0 repositories listed
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Regulation Games for Trustworthy Machine Learning5 Feb 2024 0 repositories listed
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Rethinking the Starting Point: Collaborative Pre-Training for Federated Downstream Tasks3 Feb 2024 0 repositories listed
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A Distributionally Robust Optimisation Approach to Fair Credit Scoring2 Feb 2024 0 repositories listed
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Federated Unlearning: a Perspective of Stability and Fairness2 Feb 2024 0 repositories listed
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Position Paper: Assessing Robustness, Privacy, and Fairness in Federated Learning Integrated with Foundation Models2 Feb 2024 0 repositories listed
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Supervised Algorithmic Fairness in Distribution Shifts: A Survey2 Feb 2024 0 repositories listed
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Trustworthy Distributed AI Systems: Robustness, Privacy, and Governance2 Feb 2024 0 repositories listed
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FairEHR-CLP: Towards Fairness-Aware Clinical Predictions with Contrastive Learning in Multimodal Electronic Health Records1 Feb 2024 0 repositories listed
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Global-Liar: Factuality of LLMs over Time and Geographic Regions31 Jan 2024 0 repositories listed
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Regularizing Fairness in Optimal Policy Learning with Distributional Targets31 Jan 2024 0 repositories listed
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Bridging Human Concepts and Computer Vision for Explainable Face Verification30 Jan 2024 0 repositories listed
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Graph Fairness Learning under Distribution Shifts30 Jan 2024 0 repositories listed
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Trust and ethical considerations in a multi-modal, explainable AI-driven chatbot tutoring system: The case of collaboratively solving Rubik's Cube30 Jan 2024 0 repositories listed
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Credit Risk Meets Large Language Models: Building a Risk Indicator from Loan Descriptions in P2P Lending29 Jan 2024 0 repositories listed
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Fairness in Algorithmic Recourse Through the Lens of Substantive Equality of Opportunity29 Jan 2024 0 repositories listed
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FedFair^3: Unlocking Threefold Fairness in Federated Learning29 Jan 2024 0 repositories listed
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Distribution-Specific Auditing For Subgroup Fairness27 Jan 2024 0 repositories listed
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SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models27 Jan 2024 0 repositories listed
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A structured regression approach for evaluating model performance across intersectional subgroups26 Jan 2024 0 repositories listed
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FairSample: Training Fair and Accurate Graph Convolutional Neural Networks Efficiently26 Jan 2024 0 repositories listed
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A New Paradigm for Counterfactual Reasoning in Fairness and Recourse25 Jan 2024 0 repositories listed
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Beyond Behaviorist Representational Harms: A Plan for Measurement and Mitigation25 Jan 2024 0 repositories listed
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Class-attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective25 Jan 2024 0 repositories listed
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Reranking individuals: The effect of fair classification within-groups24 Jan 2024 0 repositories listed
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Can I trust my fake data -- A comprehensive quality assessment framework for synthetic tabular data in healthcare24 Jan 2024 0 repositories listed
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Causal Perception24 Jan 2024 0 repositories listed
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Generative AI Triggers Welfare-Reducing Decisions in Humans23 Jan 2024 0 repositories listed
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MOReGIn: Multi-Objective Recommendation at the Global and Individual Levels23 Jan 2024 0 repositories listed
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Red Teaming Visual Language Models23 Jan 2024 0 repositories listed
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Unambiguous Efficiency of Random Allocations22 Jan 2024 0 repositories listed
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Efficient Data Shapley for Weighted Nearest Neighbor Algorithms20 Jan 2024 0 repositories listed
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Large-scale Reinforcement Learning for Diffusion Models20 Jan 2024 0 repositories listed
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Interventional Fairness on Partially Known Causal Graphs: A Constrained Optimization Approach19 Jan 2024 0 repositories listed
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Analyzing and Mitigating Bias for Vulnerable Classes: Towards Balanced Representation in Dataset18 Jan 2024 0 repositories listed
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Biases in Expected Goals Models Confound Finishing Ability18 Jan 2024 0 repositories listed
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Enhancing the Fairness and Performance of Edge Cameras with Explainable AI18 Jan 2024 0 repositories listed
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Gender Bias in Machine Translation and The Era of Large Language Models18 Jan 2024 0 repositories listed
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Mitigating Position Bias with Regularization for Recommender Systems18 Jan 2024 0 repositories listed
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On the Readiness of Scientific Data for a Fair and Transparent Use in Machine Learning18 Jan 2024 0 repositories listed
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A Novel Approach to Fair Power Allocation for NOMA in Visible Light Communication17 Jan 2024 0 repositories listed
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Performance Analysis and Optimisation of FFR-Aided OFDMA Networks using Channel-Aware Scheduling17 Jan 2024 0 repositories listed
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Statistical Analysis and Optimization of a Fifth-Percentile User Rate Constrained Design for FFR/SFR-Aided OFDMA-Based Cellular Networks17 Jan 2024 0 repositories listed
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Fairness Concerns in App Reviews: A Study on AI-based Mobile Apps16 Jan 2024 0 repositories listed
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The Impact of Differential Feature Under-reporting on Algorithmic Fairness16 Jan 2024 0 repositories listed
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Data vs. Model Machine Learning Fairness Testing: An Empirical Study15 Jan 2024 0 repositories listed
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Fairness-aware Photovoltaic Generation Limits for Voltage Regulation in Power Distribution Networks using Conservative Linear Approximations15 Jan 2024 0 repositories listed
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FedDriveScore: Federated Scoring Driving Behavior with a Mixture of Metric Distributions13 Jan 2024 0 repositories listed
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Towards Responsible AI in Banking: Addressing Bias for Fair Decision-Making13 Jan 2024 0 repositories listed
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An investigation of structures responsible for gender bias in BERT and DistilBERT12 Jan 2024 0 repositories listed
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Deep Learning Meets Mechanism Design: Key Results and Some Novel Applications11 Jan 2024 0 repositories listed
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INACIA: Integrating Large Language Models in Brazilian Audit Courts: Opportunities and Challenges10 Jan 2024 0 repositories listed
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Unveiling Bias in Fairness Evaluations of Large Language Models: A Critical Literature Review of Music and Movie Recommendation Systems8 Jan 2024 0 repositories listed
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GLOCALFAIR: Jointly Improving Global and Local Group Fairness in Federated Learning7 Jan 2024 0 repositories listed
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Maintaining Journalistic Integrity in the Digital Age: A Comprehensive NLP Framework for Evaluating Online News Content7 Jan 2024 0 repositories listed
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Adaptive Boosting with Fairness-aware Reweighting Technique for Fair Classification6 Jan 2024 0 repositories listed
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Fairness-Aware Job Scheduling for Multi-Job Federated Learning5 Jan 2024 0 repositories listed
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Fast & Fair: Efficient Second-Order Robust Optimization for Fairness in Machine Learning4 Jan 2024 0 repositories listed
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Long-term Fairness For Real-time Decision Making: A Constrained Online Optimization Approach4 Jan 2024 0 repositories listed
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Marginal Debiased Network for Fair Visual Recognition4 Jan 2024 0 repositories listed
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Mastery Guided Non-parametric Clustering to Scale-up Strategy Prediction4 Jan 2024 0 repositories listed
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Evaluating Fairness in Self-supervised and Supervised Models for Sequential Data3 Jan 2024 0 repositories listed
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Synthetic Data in AI: Challenges, Applications, and Ethical Implications3 Jan 2024 0 repositories listed
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Fairness Certification for Natural Language Processing and Large Language Models2 Jan 2024 0 repositories listed
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Are Conventional SNNs Really Efficient? A Perspective from Network Quantization1 Jan 2024 0 repositories listed
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FADES: Fair Disentanglement with Sensitive Relevance1 Jan 2024 0 repositories listed
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Fair-VPT: Fair Visual Prompt Tuning for Image Classification1 Jan 2024 0 repositories listed
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Noise-Aware and Equitable Urban Air Traffic Management: An Optimization Approach1 Jan 2024 0 repositories listed
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Automatic Essay Scoring in a Brazilian Scenario29 Dec 2023 0 repositories listed
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Fairness-Enhancing Vehicle Rebalancing in the Ride-hailing System29 Dec 2023 0 repositories listed
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Synthetic Data Applications in Finance29 Dec 2023 0 repositories listed
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FairCompass: Operationalising Fairness in Machine Learning27 Dec 2023 0 repositories listed
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Robustness Verification for Knowledge-Based Logic of Risky Driving Scenes27 Dec 2023 0 repositories listed
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Practical Bias Mitigation through Proxy Sensitive Attribute Label Generation26 Dec 2023 0 repositories listed
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BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge25 Dec 2023 0 repositories listed
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A Group Fairness Lens for Large Language Models24 Dec 2023 0 repositories listed
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Do LLM Agents Exhibit Social Behavior?23 Dec 2023 0 repositories listed
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A debiasing technique for place-based algorithmic patrol management22 Dec 2023 0 repositories listed