Browse State-of-the-Art › Fairness › Papers, page 27
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 27 of 57: papers 2,601 to 2,700 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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Achieving interpretable machine learning by functional decomposition of black-box models into explainable predictor effects26 Jul 2024 0 repositories listed
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FairAIED: Navigating Fairness, Bias, and Ethics in Educational AI Applications26 Jul 2024 0 repositories listed
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Ontology of Belief Diversity: A Community-Based Epistemological Approach25 Jul 2024 0 repositories listed
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Exploring Bengali Religious Dialect Biases in Large Language Models with Evaluation Perspectives25 Jul 2024 0 repositories listed
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Long-term Fairness in Ride-Hailing Platform25 Jul 2024 0 repositories listed
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Machine Learning for Fairness-Aware Load Shedding: A Real-Time Solution via Identifying Binding Constraints25 Jul 2024 0 repositories listed
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Dataset Distribution Impacts Model Fairness: Single vs. Multi-Task Learning24 Jul 2024 0 repositories listed
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Open Challenges on Fairness of Artificial Intelligence in Medical Imaging Applications24 Jul 2024 0 repositories listed
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Articulation Work and Tinkering for Fairness in Machine Learning23 Jul 2024 0 repositories listed
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Multimodal Machine Learning in Mental Health: A Survey of Data, Algorithms, and Challenges23 Jul 2024 0 repositories listed
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Collaborative Mean Estimation Among Heterogeneous Strategic Agents: Individual Rationality, Fairness, and Truthful Contribution20 Jul 2024 0 repositories listed
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Implementing Fairness in AI Classification: The Role of Explainability20 Jul 2024 0 repositories listed
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AI for All: Identifying AI incidents Related to Diversity and Inclusion19 Jul 2024 0 repositories listed
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Fair Overlap Number of Balls (Fair-ONB): A Data-Morphology-based Undersampling Method for Bias Reduction19 Jul 2024 0 repositories listed
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Justified Fairness in House Allocation Problems: two Characterizations of Strategy-proof Mechanisms19 Jul 2024 0 repositories listed
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Reexamining Racial Disparities in Automatic Speech Recognition Performance: The Role of Confounding by Provenance19 Jul 2024 0 repositories listed
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Score Normalization for Demographic Fairness in Face Recognition19 Jul 2024 0 repositories listed
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Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset18 Jul 2024 0 repositories listed
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Privacy-preserving gradient-based fair federated learning18 Jul 2024 0 repositories listed
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Synthetic Counterfactual Faces18 Jul 2024 0 repositories listed
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A Comprehensive Sustainable Framework for Machine Learning and Artificial Intelligence17 Jul 2024 0 repositories listed
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A Scalable and Generalized Deep Learning Framework for Anomaly Detection in Surveillance Videos17 Jul 2024 0 repositories listed
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Mutual Information Guided Optimal Transport for Unsupervised Visible-Infrared Person Re-identification17 Jul 2024 0 repositories listed
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A Benchmark for Fairness-Aware Graph Learning16 Jul 2024 0 repositories listed
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Are Linear Regression Models White Box and Interpretable?16 Jul 2024 0 repositories listed
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EARN Fairness: Explaining, Asking, Reviewing, and Negotiating Artificial Intelligence Fairness Metrics Among Stakeholders16 Jul 2024 0 repositories listed
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Fairly Accurate: Optimizing Accuracy Parity in Fair Target-Group Detection16 Jul 2024 0 repositories listed
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A Survey of Defenses against AI-generated Visual Media: Detection, Disruption, and Authentication15 Jul 2024 0 repositories listed
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Mechanistic interpretability of large language models with applications to the financial services industry15 Jul 2024 0 repositories listed
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A Self-Supervised Learning Pipeline for Demographically Fair Facial Attribute Classification14 Jul 2024 0 repositories listed
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Explainable artificial intelligence in breast cancer detection and risk prediction: A systematic scoping review12 Jul 2024 0 repositories listed
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Toward Automatic Group Membership Annotation for Group Fairness Evaluation12 Jul 2024 0 repositories listed
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fairBERTs: Erasing Sensitive Information Through Semantic and Fairness-aware Perturbations11 Jul 2024 0 repositories listed
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MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization11 Jul 2024 0 repositories listed
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Operationalizing the Blueprint for an AI Bill of Rights: Recommendations for Practitioners, Researchers, and Policy Makers11 Jul 2024 0 repositories listed
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Disentangled Representation Learning with the Gromov-Monge Gap10 Jul 2024 0 repositories listed
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High-Precision, Fair University Course Scheduling During a Pandemic10 Jul 2024 0 repositories listed
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Instrumentation and Analysis of Native ML Pipelines via Logical Query Plans10 Jul 2024 0 repositories listed
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The Human Factor in AI Red Teaming: Perspectives from Social and Collaborative Computing10 Jul 2024 0 repositories listed
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Energy Efficient Fair STAR-RIS for Mobile Users9 Jul 2024 0 repositories listed
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Evaluating the Fairness of Neural Collapse in Medical Image Classification8 Jul 2024 0 repositories listed
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FairPFN: Transformers Can do Counterfactual Fairness8 Jul 2024 0 repositories listed
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Amazing Things Come From Having Many Good Models5 Jul 2024 0 repositories listed
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Fair Submodular Cover5 Jul 2024 0 repositories listed
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DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification4 Jul 2024 0 repositories listed
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A Survey on Trustworthiness in Foundation Models for Medical Image Analysis3 Jul 2024 0 repositories listed
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AMA-LSTM: Pioneering Robust and Fair Financial Audio Analysis for Stock Volatility Prediction3 Jul 2024 0 repositories listed
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Efficient DNN-Powered Software with Fair Sparse Models3 Jul 2024 0 repositories listed
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Prediction Instability in Machine Learning Ensembles3 Jul 2024 0 repositories listed
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2 Jul 2024 0 repositories listed Syntology 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Honor Among Bandits: No-Regret Learning for Online Fair Division1 Jul 2024 0 repositories listed
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Toward Automated Detection of Biased Social Signals from the Content of Clinical Conversations1 Jul 2024 0 repositories listed
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GenderBias-VL: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing30 Jun 2024 0 repositories listed
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Formalising Anti-Discrimination Law in Automated Decision Systems29 Jun 2024 0 repositories listed
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CUPID: Improving Battle Fairness and Position Satisfaction in Online MOBA Games with a Re-matchmaking System28 Jun 2024 0 repositories listed
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Dataset Representativeness and Downstream Task Fairness28 Jun 2024 0 repositories listed
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Enforcing Equity in Neural Climate Emulators28 Jun 2024 0 repositories listed
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AI Data Readiness Inspector (AIDRIN) for Quantitative Assessment of Data Readiness for AI27 Jun 2024 0 repositories listed
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Dancing in the Shadows: Harnessing Ambiguity for Fairer Classifiers27 Jun 2024 0 repositories listed
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Deriva-ML: A Continuous FAIRness Approach to Reproducible Machine Learning Models27 Jun 2024 0 repositories listed
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Diminishing Stereotype Bias in Image Generation Model using Reinforcemenlent Learning Feedback27 Jun 2024 0 repositories listed
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Evaluating AI Group Fairness: a Fuzzy Logic Perspective27 Jun 2024 0 repositories listed
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Fairness and Bias in Multimodal AI: A Survey27 Jun 2024 0 repositories listed
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"My Kind of Woman": Analysing Gender Stereotypes in AI through The Averageness Theory and EU Law27 Jun 2024 0 repositories listed
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The Rise of Artificial Intelligence in Educational Measurement: Opportunities and Ethical Challenges27 Jun 2024 0 repositories listed
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Contraction of Private Quantum Channels and Private Quantum Hypothesis Testing26 Jun 2024 0 repositories listed
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Fairpriori: Improving Biased Subgroup Discovery for Deep Neural Network Fairness25 Jun 2024 0 repositories listed
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Mind the Graph When Balancing Data for Fairness or Robustness25 Jun 2024 0 repositories listed
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Performative Debias with Fair-exposure Optimization Driven by Strategic Agents in Recommender Systems25 Jun 2024 0 repositories listed
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Unbiasing on the Fly: Explanation-Guided Human Oversight of Machine Learning System Decisions25 Jun 2024 0 repositories listed
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Achieving Fairness Across Local and Global Models in Federated Learning24 Jun 2024 0 repositories listed
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Addressing Polarization and Unfairness in Performative Prediction24 Jun 2024 0 repositories listed
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Cherry on the Cake: Fairness is NOT an Optimization Problem24 Jun 2024 0 repositories listed
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Efficient k-means with Individual Fairness via Exponential Tilting24 Jun 2024 0 repositories listed
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Hacking a surrogate model approach to XAI24 Jun 2024 0 repositories listed
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Inducing Group Fairness in Prompt-Based Language Model Decisions24 Jun 2024 0 repositories listed
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Toward Fairer Face Recognition Datasets24 Jun 2024 0 repositories listed
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Semi-Variance Reduction for Fair Federated Learning23 Jun 2024 0 repositories listed
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Fair Clustering: Critique, Caveats, and Future Directions22 Jun 2024 0 repositories listed
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A Unified Framework for Input Feature Attribution Analysis21 Jun 2024 0 repositories listed
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Full-Scale Indexing and Semantic Annotation of CT Imaging: Boosting FAIRness21 Jun 2024 0 repositories listed
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I don't trust you (anymore)! -- The effect of students' LLM use on Lecturer-Student-Trust in Higher Education21 Jun 2024 0 repositories listed
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Pareto-Optimal Learning from Preferences with Hidden Context21 Jun 2024 0 repositories listed
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PI-Whisper: Designing an Adaptive and Incremental Automatic Speech Recognition System for Edge Devices21 Jun 2024 0 repositories listed
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Rate-Splitting Multiple Access for Overloaded Multi-group Multicast: A First Experimental Study21 Jun 2024 0 repositories listed
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Active Learning for Fair and Stable Online Allocations20 Jun 2024 0 repositories listed
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Exploring Changes in Nation Perception with Nationality-Assigned Personas in LLMs20 Jun 2024 0 repositories listed
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Fair Streaming Feature Selection20 Jun 2024 0 repositories listed
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Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models20 Jun 2024 0 repositories listed
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Watching the Watchers: A Comparative Fairness Audit of Cloud-based Content Moderation Services20 Jun 2024 0 repositories listed
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A Resource-Adaptive Approach for Federated Learning under Resource-Constrained Environments19 Jun 2024 0 repositories listed
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On the Consistency of Fairness Measurement Methods for Regression Tasks19 Jun 2024 0 repositories listed
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An Empirical Study on the Fairness of Foundation Models for Multi-Organ Image Segmentation18 Jun 2024 0 repositories listed
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Data Plagiarism Index: Characterizing the Privacy Risk of Data-Copying in Tabular Generative Models18 Jun 2024 0 repositories listed
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LLM4Rerank: LLM-based Auto-Reranking Framework for Recommendations18 Jun 2024 0 repositories listed
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The Benefits and Risks of Transductive Approaches for AI Fairness17 Jun 2024 0 repositories listed
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They're All Doctors: Synthesizing Diverse Counterfactuals to Mitigate Associative Bias17 Jun 2024 0 repositories listed
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Transparency, Privacy, and Fairness in Recommender Systems17 Jun 2024 0 repositories listed
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Current state of LLM Risks and AI Guardrails16 Jun 2024 0 repositories listed
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Fair Computation Offloading for RSMA-Assisted Mobile Edge Computing Networks16 Jun 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 , 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.