Browse State-of-the-Art › Fairness › Papers, page 26
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 26 of 57: papers 2,501 to 2,600 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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A Survey of Out-of-distribution Generalization for Graph Machine Learning from a Causal View15 Sep 2024 0 repositories listed
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Bias Begets Bias: The Impact of Biased Embeddings on Diffusion Models15 Sep 2024 0 repositories listed
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LabellessFace: Fair Metric Learning for Face Recognition without Attribute Labels14 Sep 2024 0 repositories listed
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Using Synthetic Data to Mitigate Unfairness and Preserve Privacy in Collaborative Machine Learning14 Sep 2024 0 repositories listed
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Batched Online Contextual Sparse Bandits with Sequential Inclusion of Features13 Sep 2024 0 repositories listed
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Enhancing transparency in AI-powered customer engagement13 Sep 2024 0 repositories listed
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Fair CoVariance Neural Networks13 Sep 2024 0 repositories listed
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Promoting Fairness in Link Prediction with Graph Enhancement13 Sep 2024 0 repositories listed
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Introducing CausalBench: A Flexible Benchmark Framework for Causal Analysis and Machine Learning12 Sep 2024 0 repositories listed
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SIG: A Synthetic Identity Generation Pipeline for Generating Evaluation Datasets for Face Recognition12 Sep 2024 0 repositories listed
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Towards Fairer Health Recommendations: finding informative unbiased samples via Word Sense Disambiguation11 Sep 2024 0 repositories listed
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Interactive Counterfactual Exploration of Algorithmic Harms in Recommender Systems10 Sep 2024 0 repositories listed
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Fair Reinforcement Learning Algorithm for PV Active Control in LV Distribution Networks9 Sep 2024 0 repositories listed
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TriplePlay: Enhancing Federated Learning with CLIP for Non-IID Data and Resource Efficiency9 Sep 2024 0 repositories listed
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UPCS: Unbiased Persona Construction for Dialogue Generation9 Sep 2024 0 repositories listed
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AGR: Age Group fairness Reward for Bias Mitigation in LLMs6 Sep 2024 0 repositories listed
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Evaluating Fairness in Transaction Fraud Models: Fairness Metrics, Bias Audits, and Challenges6 Sep 2024 0 repositories listed
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How Fair is Your Diffusion Recommender Model?6 Sep 2024 0 repositories listed
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Privacy-Preserving Race/Ethnicity Estimation for Algorithmic Bias Measurement in the U.S6 Sep 2024 0 repositories listed
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Towards a Socially Acceptable Competitive Equilibrium in Energy Markets6 Sep 2024 0 repositories listed
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FairQuant: Certifying and Quantifying Fairness of Deep Neural Networks5 Sep 2024 0 repositories listed
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Microfinance in Thailand: Navigating Challenges and Unlocking Opportunities5 Sep 2024 0 repositories listed
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Understanding Fairness in Recommender Systems: A Healthcare Perspective5 Sep 2024 0 repositories listed
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Evaluating Machine Learning-based Skin Cancer Diagnosis4 Sep 2024 0 repositories listed
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Fair Minimum Representation Clustering via Integer Programming4 Sep 2024 0 repositories listed
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Nteasee: Understanding Needs in AI for Health in Africa -- A Mixed-Methods Study of Expert and General Population Perspectives4 Sep 2024 0 repositories listed
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The Impact of Balancing Real and Synthetic Data on Accuracy and Fairness in Face Recognition4 Sep 2024 0 repositories listed
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Comprehensive Equity Index (CEI): Definition and Application to Bias Evaluation in Biometrics3 Sep 2024 0 repositories listed
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Fair Railway Network Design3 Sep 2024 0 repositories listed
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Debiasing Graph Representation Learning based on Information Bottleneck2 Sep 2024 0 repositories listed
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Multi-Output Distributional Fairness via Post-Processing31 Aug 2024 0 repositories listed
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Testing and Evaluation of Large Language Models: Correctness, Non-Toxicity, and Fairness31 Aug 2024 0 repositories listed
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Explainable Artificial Intelligence: A Survey of Needs, Techniques, Applications, and Future Direction30 Aug 2024 0 repositories listed
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The Artificial Intelligence Act: critical overview30 Aug 2024 0 repositories listed
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A Catalog of Fairness-Aware Practices in Machine Learning Engineering29 Aug 2024 0 repositories listed
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AdapShare: An RL-Based Dynamic Spectrum Sharing Solution for O-RAN29 Aug 2024 0 repositories listed
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Meta-Learning Empowered Graph Neural Networks for Radio Resource Management29 Aug 2024 0 repositories listed
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29 Aug 2024 0 repositories listed
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Does Data-Efficient Generalization Exacerbate Bias in Foundation Models?28 Aug 2024 0 repositories listed
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Fairness, Accuracy, and Unreliable Data28 Aug 2024 0 repositories listed
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Responsible AI for Test Equity and Quality: The Duolingo English Test as a Case Study28 Aug 2024 0 repositories listed
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The effects of data preprocessing on probability of default model fairness28 Aug 2024 0 repositories listed
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Trustworthy and Responsible AI for Human-Centric Autonomous Decision-Making Systems28 Aug 2024 0 repositories listed
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Using Backbone Foundation Model for Evaluating Fairness in Chest Radiography Without Demographic Data28 Aug 2024 0 repositories listed
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Ensuring Equitable Financial Decisions: Leveraging Counterfactual Fairness and Deep Learning for Bias27 Aug 2024 0 repositories listed
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Examining the Interplay Between Privacy and Fairness for Speech Processing: A Review and Perspective27 Aug 2024 0 repositories listed
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On Mobility Equity and the Promise of Emerging Transportation Systems27 Aug 2024 0 repositories listed
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Post-processing fairness with minimal changes27 Aug 2024 0 repositories listed
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Enhancing Fairness through Reweighting: A Path to Attain the Sufficiency Rule26 Aug 2024 0 repositories listed
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Ensuring Fairness with Transparent Auditing of Quantitative Bias in AI Systems24 Aug 2024 0 repositories listed
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Outlier Detection Bias Busted: Understanding Sources of Algorithmic Bias through Data-centric Factors24 Aug 2024 0 repositories listed
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Submodular Maximization Approaches for Equitable Client Selection in Federated Learning24 Aug 2024 0 repositories listed
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Exploring Bias and Prediction Metrics to Characterise the Fairness of Machine Learning for Equity-Centered Public Health Decision-Making: A Narrative Review23 Aug 2024 0 repositories listed
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Online Fair Division with Contextual Bandits23 Aug 2024 0 repositories listed
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Temporal Fairness in Decision Making Problems23 Aug 2024 0 repositories listed
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Can Artificial Intelligence Embody Moral Values?22 Aug 2024 0 repositories listed
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Fair Combinatorial Auction for Blockchain Trade Intents: Being Fair without Knowing What is Fair22 Aug 2024 0 repositories listed
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Dataset | Mindset = Explainable AI | Interpretable AI22 Aug 2024 0 repositories listed
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Towards measuring fairness in speech recognition: Fair-Speech dataset22 Aug 2024 0 repositories listed
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Rethinking Training for De-biasing Text-to-Image Generation: Unlocking the Potential of Stable Diffusion22 Aug 2024 0 repositories listed
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A Constraint Programming Approach to Fair High School Course Scheduling21 Aug 2024 0 repositories listed
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Applying and Evaluating Large Language Models in Mental Health Care: A Scoping Review of Human-Assessed Generative Tasks21 Aug 2024 0 repositories listed
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Don't Kill the Baby: The Case for AI in Arbitration21 Aug 2024 0 repositories listed
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Fairness measures for biometric quality assessment21 Aug 2024 0 repositories listed
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Lookism: The overlooked bias in computer vision21 Aug 2024 0 repositories listed
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Generating Synthetic Fair Syntax-agnostic Data by Learning and Distilling Fair Representation20 Aug 2024 0 repositories listed
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LEAD: Towards Learning-Based Equity-Aware Decarbonization in Ridesharing Platforms19 Aug 2024 0 repositories listed
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Strategic Demonstration Selection for Improved Fairness in LLM In-Context Learning19 Aug 2024 0 repositories listed
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The Fairness-Quality Trade-off in Clustering19 Aug 2024 0 repositories listed
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Learning Fair Invariant Representations under Covariate and Correlation Shifts Simultaneously18 Aug 2024 0 repositories listed
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Using ChatGPT to Score Essays and Short-Form Constructed Responses18 Aug 2024 0 repositories listed
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A Multivocal Literature Review on Privacy and Fairness in Federated Learning16 Aug 2024 0 repositories listed
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Fairness Issues and Mitigations in (Differentially Private) Socio-Demographic Data Processes16 Aug 2024 0 repositories listed
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Mitigating Degree Bias in Signed Graph Neural Networks16 Aug 2024 0 repositories listed
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Meta-Learning for Federated Face Recognition in Imbalanced Data Regimes13 Aug 2024 0 repositories listed
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Unveiling the Flaws: A Critical Analysis of Initialization Effect on Time Series Anomaly Detection13 Aug 2024 0 repositories listed
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Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models12 Aug 2024 0 repositories listed
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Differentially Private Data Release on Graphs: Inefficiencies and Unfairness8 Aug 2024 0 repositories listed
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Quantifying the Impact of Population Shift Across Age and Sex for Abdominal Organ Segmentation8 Aug 2024 0 repositories listed
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AutoFAIR : Automatic Data FAIRification via Machine Reading7 Aug 2024 0 repositories listed
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Editable Fairness: Fine-Grained Bias Mitigation in Language Models7 Aug 2024 0 repositories listed
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Improving Large Language Model (LLM) fidelity through context-aware grounding: A systematic approach to reliability and veracity7 Aug 2024 0 repositories listed
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Multimodal Gender Fairness in Depression Prediction: Insights on Data from the USA & China7 Aug 2024 0 repositories listed
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Fairness and Bias Mitigation in Computer Vision: A Survey5 Aug 2024 0 repositories listed
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A Conceptual Framework for Ethical Evaluation of Machine Learning Systems5 Aug 2024 0 repositories listed
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Bargaining via Weber's law5 Aug 2024 0 repositories listed
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Randomized Transport Plans via Hierarchical Fully Probabilistic Design4 Aug 2024 0 repositories listed
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Fair Risk Minimization under Causal Path-Specific Effect Constraints3 Aug 2024 0 repositories listed
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Strategic Analysis of Fair Rank-Minimizing Mechanisms with Agent Refusal Option3 Aug 2024 0 repositories listed
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Responsible AI Question Bank: A Comprehensive Tool for AI Risk Assessment2 Aug 2024 0 repositories listed
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Towards Fair Roads -- Manifesto For Fairness Paradigm in Traffic Engineering2 Aug 2024 0 repositories listed
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Load Balancing in Federated Learning1 Aug 2024 0 repositories listed
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"Patriarchy Hurts Men Too." Does Your Model Agree? A Discussion on Fairness Assumptions1 Aug 2024 0 repositories listed
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A2SF: Accumulative Attention Scoring with Forgetting Factor for Token Pruning in Transformer Decoder30 Jul 2024 0 repositories listed
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AI-Driven Healthcare: A Review on Ensuring Fairness and Mitigating Bias29 Jul 2024 0 repositories listed
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Gender, Race, and Intersectional Bias in Resume Screening via Language Model Retrieval29 Jul 2024 0 repositories listed
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Trade-offs in Reliability and Performance Using Selective Beamforming for Ultra-Massive MIMO29 Jul 2024 0 repositories listed
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Towards Secure and Private AI: A Framework for Decentralized Inference28 Jul 2024 0 repositories listed
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Friends in Unexpected Places: Enhancing Local Fairness in Federated Learning through Clustering27 Jul 2024 0 repositories listed
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Inference-Time Selective Debiasing27 Jul 2024 0 repositories listed