Browse State-of-the-Art › Fairness › Papers, page 24
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 24 of 57: papers 2,301 to 2,400 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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HiMoE: Heterogeneity-Informed Mixture-of-Experts for Fair Spatial-Temporal Forecasting30 Nov 2024 0 repositories listed
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Toward Fair Graph Neural Networks Via Dual-Teacher Knowledge Distillation30 Nov 2024 0 repositories listed
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Unveiling Performance Challenges of Large Language Models in Low-Resource Healthcare: A Demographic Fairness Perspective30 Nov 2024 0 repositories listed
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FairDD: Fair Dataset Distillation via Synchronized Matching29 Nov 2024 0 repositories listed
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Privacy-Preserving Orthogonal Aggregation for Guaranteeing Gender Fairness in Federated Recommendation29 Nov 2024 0 repositories listed
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Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks28 Nov 2024 0 repositories listed
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FreqX: Analyze the Attribution Methods in Another Domain27 Nov 2024 0 repositories listed
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Retrofitting Large Language Models with Dynamic Tokenization27 Nov 2024 0 repositories listed
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Spatial separation of closely-spaced users in measured distributed massive MIMO channels27 Nov 2024 0 repositories listed
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Explainable AI for Classifying UTI Risk Groups Using a Real-World Linked EHR and Pathology Lab Dataset26 Nov 2024 0 repositories listed
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Fairness And Performance In Harmony: Data Debiasing Is All You Need26 Nov 2024 0 repositories listed
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From Fairness to Infinity: Outcome-Indistinguishable (Omni)Prediction in Evolving Graphs26 Nov 2024 0 repositories listed
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FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning25 Nov 2024 0 repositories listed
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Understanding trade-offs in classifier bias with quality-diversity optimization: an application to talent management25 Nov 2024 0 repositories listed
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Ensuring Fair LLM Serving Amid Diverse Applications24 Nov 2024 0 repositories listed
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TransFair: Transferring Fairness from Ocular Disease Classification to Progression Prediction24 Nov 2024 0 repositories listed
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Health AI Developer Foundations22 Nov 2024 0 repositories listed
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The 1st Workshop on Human-Centered Recommender Systems22 Nov 2024 0 repositories listed
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The Explabox: Model-Agnostic Machine Learning Transparency & Analysis22 Nov 2024 0 repositories listed
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Exploring Accuracy-Fairness Trade-off in Large Language Models21 Nov 2024 0 repositories listed
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On the Fairness, Diversity and Reliability of Text-to-Image Generative Models21 Nov 2024 0 repositories listed
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Optimizing Student Ability Assessment: A Hierarchy Constraint-Aware Cognitive Diagnosis Framework for Educational Contexts21 Nov 2024 0 repositories listed
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How Does Topology Bias Distort Message Passing? A Dirichlet Energy Perspective21 Nov 2024 0 repositories listed
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Ensuring Safety and Trust: Analyzing the Risks of Large Language Models in Medicine20 Nov 2024 0 repositories listed
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Quantitative Fairness -- A Framework For The Design Of Equitable Cybernetic Societies20 Nov 2024 0 repositories listed
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Writing Style Matters: An Examination of Bias and Fairness in Information Retrieval Systems20 Nov 2024 0 repositories listed
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Towards Fairness in AI for Melanoma Detection: Systemic Review and Recommendations19 Nov 2024 0 repositories listed
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Ethical Challenges and Evolving Strategies in the Integration of Artificial Intelligence into Clinical Practice18 Nov 2024 0 repositories listed
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Fair Distillation: Teaching Fairness from Biased Teachers in Medical Imaging18 Nov 2024 0 repositories listed
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Different Horses for Different Courses: Comparing Bias Mitigation Algorithms in ML17 Nov 2024 0 repositories listed
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Adaptive Soft Actor-Critic Framework for RIS-Assisted and UAV-Aided Communication16 Nov 2024 0 repositories listed
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LTCXNet: Advancing Chest X-Ray Analysis with Solutions for Long-Tailed Multi-Label Classification and Fairness Challenges16 Nov 2024 0 repositories listed
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Pluralistic Alignment Over Time16 Nov 2024 0 repositories listed
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Debias-CLR: A Contrastive Learning Based Debiasing Method for Algorithmic Fairness in Healthcare Applications15 Nov 2024 0 repositories listed
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Establishing and Evaluating Trustworthy AI: Overview and Research Challenges15 Nov 2024 0 repositories listed
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Combining Machine Learning Defenses without Conflicts14 Nov 2024 0 repositories listed
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Everyone deserves their voice to be heard: Analyzing Predictive Gender Bias in ASR Models Applied to Dutch Speech Data14 Nov 2024 0 repositories listed
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Fair Resource Allocation in Weakly Coupled Markov Decision Processes14 Nov 2024 0 repositories listed
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NFRs in Medical Imaging14 Nov 2024 0 repositories listed
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TowerDebias: A Novel Unfairness Removal Method Based on the Tower Property13 Nov 2024 0 repositories listed
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WassFFed: Wasserstein Fair Federated Learning11 Nov 2024 0 repositories listed
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A Review of Fairness and A Practical Guide to Selecting Context-Appropriate Fairness Metrics in Machine Learning10 Nov 2024 0 repositories listed
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Neuro-Symbolic Rule Lists10 Nov 2024 0 repositories listed
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Axiomatic characterizations of some simple risk-sharing rules9 Nov 2024 0 repositories listed
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Diversity and Inclusion in AI for Recruitment: Lessons from Industry Workshop9 Nov 2024 0 repositories listed
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Enhancing Model Fairness and Accuracy with Similarity Networks: A Methodological Approach8 Nov 2024 0 repositories listed
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Fairness in Monotone k-submodular Maximization: Algorithms and Applications8 Nov 2024 0 repositories listed
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ComFairGNN: Community Fair Graph Neural Network7 Nov 2024 0 repositories listed
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Comparing Fairness of Generative Mobility Models7 Nov 2024 0 repositories listed
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Evaluating the Economic Implications of Using Machine Learning in Clinical Psychiatry7 Nov 2024 0 repositories listed
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The Multiple Dimensions of Spuriousness in Machine Learning7 Nov 2024 0 repositories listed
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A Capabilities Approach to Studying Bias and Harm in Language Technologies6 Nov 2024 0 repositories listed
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Cooperation and Personalization on a Seesaw: Choice-based FL for Safe Cooperation in Wireless Networks6 Nov 2024 0 repositories listed
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Fair Exploration and Exploitation6 Nov 2024 0 repositories listed
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Alpha and Prejudice: Improving α-sized Worst-case Fairness via Intrinsic Reweighting5 Nov 2024 0 repositories listed
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A Directional Rockafellar-Uryasev Regression4 Nov 2024 0 repositories listed
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EXAGREE: Towards Explanation Agreement in Explainable Machine Learning4 Nov 2024 0 repositories listed
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Fairness-Utilization Trade-off in Wireless Networks with Explainable Kolmogorov-Arnold Networks4 Nov 2024 0 repositories listed
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The Intersectionality Problem for Algorithmic Fairness4 Nov 2024 0 repositories listed
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Degradation-Infused Energy Portfolio Allocation Framework: Risk-Averse Fair Storage Participation3 Nov 2024 0 repositories listed
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Federated Learning with Relative Fairness2 Nov 2024 0 repositories listed
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FEED: Fairness-Enhanced Meta-Learning for Domain Generalization2 Nov 2024 0 repositories listed
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Relax and Merge: A Simple Yet Effective Framework for Solving Fair k-Means and k-sparse Wasserstein Barycenter Problems2 Nov 2024 0 repositories listed
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A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective1 Nov 2024 0 repositories listed
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AI-based traffic analysis in digital twin networks1 Nov 2024 0 repositories listed
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BACSA: A Bias-Aware Client Selection Algorithm for Privacy-Preserving Federated Learning in Wireless Healthcare Networks1 Nov 2024 0 repositories listed
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Benchmarking Bias in Large Language Models during Role-Playing1 Nov 2024 0 repositories listed
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Identifying Implicit Social Biases in Vision-Language Models1 Nov 2024 0 repositories listed
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Monitoring fairness in machine learning models that predict patient mortality in the ICU31 Oct 2024 0 repositories listed
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FAIR-TAT: Improving Model Fairness Using Targeted Adversarial Training30 Oct 2024 0 repositories listed
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Proportional Fairness in Non-Centroid Clustering30 Oct 2024 0 repositories listed
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Thoughtful Adoption of NLP for Civic Participation: Understanding Differences Among Policymakers30 Oct 2024 0 repositories listed
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Demand-Aware Beam Hopping and Power Allocation for Load Balancing in Digital Twin empowered LEO Satellite Networks29 Oct 2024 0 repositories listed
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FGCE: Feasible Group Counterfactual Explanations for Auditing Fairness29 Oct 2024 0 repositories listed
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Online Mirror Descent for Tchebycheff Scalarization in Multi-Objective Optimization29 Oct 2024 0 repositories listed
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Saliency-Based diversity and fairness Metric and FaceKeepOriginalAugment: A Novel Approach for Enhancing Fairness and Diversity29 Oct 2024 0 repositories listed
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A Systematic Review of Machine Learning in Sports Betting: Techniques, Challenges, and Future Directions28 Oct 2024 0 repositories listed
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Exploring Welfare Maximization and Fairness in Participatory Budgeting26 Oct 2024 0 repositories listed
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FedMABA: Towards Fair Federated Learning through Multi-Armed Bandits Allocation26 Oct 2024 0 repositories listed
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Modelling of Economic Implications of Bias in AI-Powered Health Emergency Response Systems26 Oct 2024 0 repositories listed
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Balancing the Scales: Enhancing Fairness in Facial Expression Recognition with Latent Alignment25 Oct 2024 0 repositories listed
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Can We Trust AI Agents? A Case Study of an LLM-Based Multi-Agent System for Ethical AI25 Oct 2024 0 repositories listed
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FairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs25 Oct 2024 0 repositories listed
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Most Swiss-system tournaments are unfair: Evidence from chess25 Oct 2024 0 repositories listed
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FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation24 Oct 2024 0 repositories listed
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From Efficiency to Equity: Measuring Fairness in Preference Learning24 Oct 2024 0 repositories listed
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From English-Centric to Effective Bilingual: LLMs with Custom Tokenizers for Underrepresented Languages24 Oct 2024 0 repositories listed
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Learning to Explore with Lagrangians for Bandits under Unknown Linear Constraints24 Oct 2024 0 repositories listed
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Less Discriminatory Alternative and Interpretable XGBoost Framework for Binary Classification24 Oct 2024 0 repositories listed
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BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers23 Oct 2024 0 repositories listed
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Large Language Models Still Exhibit Bias in Long Text23 Oct 2024 0 repositories listed
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Learning Fair and Preferable Allocations through Neural Network23 Oct 2024 0 repositories listed
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Testing Deep Learning Recommender Systems Models on Synthetic GAN-Generated Datasets23 Oct 2024 0 repositories listed
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Convex Markov Games: A New Frontier for Multi-Agent Reinforcement Learning22 Oct 2024 0 repositories listed
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Data Obfuscation through Latent Space Projection (LSP) for Privacy-Preserving AI Governance: Case Studies in Medical Diagnosis and Finance Fraud Detection22 Oct 2024 0 repositories listed
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End-to-End Optimization and Learning of Fair Court Schedules22 Oct 2024 0 repositories listed
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FairLoRA: Unpacking Bias Mitigation in Vision Models with Fairness-Driven Low-Rank Adaptation22 Oct 2024 0 repositories listed
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Revealing Hidden Bias in AI: Lessons from Large Language Models22 Oct 2024 0 repositories listed
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Revisiting Technical Bias Mitigation Strategies22 Oct 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.