Browse State-of-the-Art › Fairness › Papers, page 30
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 30 of 57: papers 2,901 to 3,000 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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Protected group bias and stereotypes in Large Language Models21 Mar 2024 0 repositories listed
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Analysing and Organising Human Communications for AI Fairness-Related Decisions: Use Cases from the Public Sector20 Mar 2024 0 repositories listed
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High-confidence pseudo-labels for domain adaptation in COVID-19 detection20 Mar 2024 0 repositories listed
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Optimal Transport for Fairness: Archival Data Repair using Small Research Data Sets20 Mar 2024 0 repositories listed
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FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization19 Mar 2024 0 repositories listed
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FairSTG: Countering performance heterogeneity via collaborative sample-level optimization19 Mar 2024 0 repositories listed
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Probabilistic Circuits with Constraints via Convex Optimization19 Mar 2024 0 repositories listed
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The Journey to Trustworthy AI: Pursuit of Pragmatic Frameworks19 Mar 2024 0 repositories listed
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Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression18 Mar 2024 0 repositories listed
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Fair Distributed Cooperative Bandit Learning on Networks for Intelligent Internet of Things Systems (Technical Report)18 Mar 2024 0 repositories listed
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Human-in-the-Loop AI for Cheating Ring Detection18 Mar 2024 0 repositories listed
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Near-Optimal Solutions of Constrained Learning Problems18 Mar 2024 0 repositories listed
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JustQ: Automated Deployment of Fair and Accurate Quantum Neural Networks17 Mar 2024 0 repositories listed
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Unsupervised Learning for Equitable DER Control17 Mar 2024 0 repositories listed
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Improving Fairness in Credit Lending Models using Subgroup Threshold Optimization15 Mar 2024 0 repositories listed
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Leveraging vision-language models for fair facial attribute classification15 Mar 2024 0 repositories listed
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Leveraging Synthetic Data for Generalizable and Fair Facial Action Unit Detection15 Mar 2024 0 repositories listed
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Scalable Algorithms for Individual Preference Stable Clustering15 Mar 2024 0 repositories listed
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Evaluating LLMs for Gender Disparities in Notable Persons14 Mar 2024 0 repositories listed
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Fairness-Aware Multi-Server Federated Learning Task Delegation over Wireless Networks14 Mar 2024 0 repositories listed
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Impact of Objective Function on Spectral Efficiency in Integrated HAPS-Terrestrial Networks14 Mar 2024 0 repositories listed
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Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey14 Mar 2024 0 repositories listed
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Developing and Deploying Industry Standards for Artificial Intelligence in Education (AIED): Challenges, Strategies, and Future Directions13 Mar 2024 0 repositories listed
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Measures of relevance to the success of streaming platforms13 Mar 2024 0 repositories listed
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REFRESH: Responsible and Efficient Feature Reselection Guided by SHAP Values13 Mar 2024 0 repositories listed
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Specification Overfitting in Artificial Intelligence13 Mar 2024 0 repositories listed
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AI Ethics: A Bibliometric Analysis, Critical Issues, and Key Gaps12 Mar 2024 0 repositories listed
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Balancing Fairness and Accuracy in Data-Restricted Binary Classification12 Mar 2024 0 repositories listed
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Fairness Feedback Loops: Training on Synthetic Data Amplifies Bias12 Mar 2024 0 repositories listed
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Improving Fairness in Photovoltaic Curtailments via Daily Topology Reconfiguration for Voltage Control in Power Distribution Networks12 Mar 2024 0 repositories listed
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Legally Binding but Unfair? Towards Assessing Fairness of Privacy Policies12 Mar 2024 0 repositories listed
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On the Nonconvexity of Push-Forward Constraints and Its Consequences in Machine Learning12 Mar 2024 0 repositories listed
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Price Gouging or Market Forces? Fairness Perceptions of Price Hikes in the Pandemic12 Mar 2024 0 repositories listed
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Don't Forget What I did?: Assessing Client Contributions in Federated Learning11 Mar 2024 0 repositories listed
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Monotone Individual Fairness11 Mar 2024 0 repositories listed
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FairTargetSim: An Interactive Simulator for Understanding and Explaining the Fairness Effects of Target Variable Definition9 Mar 2024 0 repositories listed
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Measuring Bias in a Ranked List using Term-based Representations9 Mar 2024 0 repositories listed
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APPLE: Adversarial Privacy-aware Perturbations on Latent Embedding for Unfairness Mitigation8 Mar 2024 0 repositories listed
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CFaiRLLM: Consumer Fairness Evaluation in Large-Language Model Recommender System8 Mar 2024 0 repositories listed
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Provable Multi-Party Reinforcement Learning with Diverse Human Feedback8 Mar 2024 0 repositories listed
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VTruST: Controllable value function based subset selection for Data-Centric Trustworthy AI8 Mar 2024 0 repositories listed
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Boosting Fairness and Robustness in Over-the-Air Federated Learning7 Mar 2024 0 repositories listed
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The Case for Globalizing Fairness: A Mixed Methods Study on Colonialism, AI, and Health in Africa5 Mar 2024 0 repositories listed
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Bipartite Graph Variational Auto-Encoder with Fair Latent Representation to Account for Sampling Bias in Ecological Networks4 Mar 2024 0 repositories listed
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Recommendations for Government Development and Use of Advanced Automated Systems to Make Decisions about Individuals4 Mar 2024 0 repositories listed
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Critical windows: non-asymptotic theory for feature emergence in diffusion models3 Mar 2024 0 repositories listed
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AXOLOTL: Fairness through Assisted Self-Debiasing of Large Language Model Outputs1 Mar 2024 0 repositories listed
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Bias Mitigation in Fine-tuning Pre-trained Models for Enhanced Fairness and Efficiency1 Mar 2024 0 repositories listed
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Exploring Fairness for FAS-assisted Communication Systems: from NOMA to OMA1 Mar 2024 0 repositories listed
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Investigating Gender Fairness in Machine Learning-driven Personalized Care for Chronic Pain29 Feb 2024 0 repositories listed
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Exploring Privacy and Fairness Risks in Sharing Diffusion Models: An Adversarial Perspective28 Feb 2024 0 repositories listed
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Few-Shot Fairness: Unveiling LLM's Potential for Fairness-Aware Classification28 Feb 2024 0 repositories listed
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FairBelief - Assessing Harmful Beliefs in Language Models27 Feb 2024 0 repositories listed
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Conformalized Selective Regression26 Feb 2024 0 repositories listed
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Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset26 Feb 2024 0 repositories listed
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Distribution-Free Fair Federated Learning with Small Samples25 Feb 2024 0 repositories listed
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Optimal Budget Aggregation with Star-Shaped Preferences24 Feb 2024 0 repositories listed
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Fair Multivariate Adaptive Regression Splines for Ensuring Equity and Transparency23 Feb 2024 0 repositories listed
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LLM-Assisted Content Conditional Debiasing for Fair Text Embedding22 Feb 2024 0 repositories listed
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Federated Fairness without Access to Sensitive Groups22 Feb 2024 0 repositories listed
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Towards Efficient Pareto-optimal Utility-Fairness between Groups in Repeated Rankings22 Feb 2024 0 repositories listed
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Can One Embedding Fit All? A Multi-Interest Learning Paradigm Towards Improving User Interest Diversity Fairness21 Feb 2024 0 repositories listed
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Fairness Rising from the Ranks: HITS and PageRank on Homophilic Networks21 Feb 2024 0 repositories listed
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Testing autonomous vehicles and AI: perspectives and challenges from cybersecurity, transparency, robustness and fairness21 Feb 2024 0 repositories listed
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Bayesian Neural Networks with Domain Knowledge Priors20 Feb 2024 0 repositories listed
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Bias in Language Models: Beyond Trick Tests and Toward RUTEd Evaluation20 Feb 2024 0 repositories listed
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Evolutionary Reinforcement Learning: A Systematic Review and Future Directions20 Feb 2024 0 repositories listed
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Fairness Risks for Group-conditionally Missing Demographics20 Feb 2024 0 repositories listed
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GRAPHGINI: Fostering Individual and Group Fairness in Graph Neural Networks20 Feb 2024 0 repositories listed
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OpenHEXAI: An Open-Source Framework for Human-Centered Evaluation of Explainable Machine Learning20 Feb 2024 0 repositories listed
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Referee-Meta-Learning for Fast Adaptation of Locational Fairness20 Feb 2024 0 repositories listed
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Stable matching as transport20 Feb 2024 0 repositories listed
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Toward Fairness via Maximum Mean Discrepancy Regularization on Logits Space20 Feb 2024 0 repositories listed
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AI Fairness in Practice19 Feb 2024 0 repositories listed
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Causal Equal Protection as Algorithmic Fairness19 Feb 2024 0 repositories listed
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Dynamic Environment Responsive Online Meta-Learning with Fairness Awareness19 Feb 2024 0 repositories listed
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Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation19 Feb 2024 0 repositories listed
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Your Large Language Model is Secretly a Fairness Proponent and You Should Prompt it Like One19 Feb 2024 0 repositories listed
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Don't Go To Extremes: Revealing the Excessive Sensitivity and Calibration Limitations of LLMs in Implicit Hate Speech Detection18 Feb 2024 0 repositories listed
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Fair Resource Allocation in Virtualized O-RAN Platforms17 Feb 2024 0 repositories listed
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Diversified Ensembling: An Experiment in Crowdsourced Machine Learning16 Feb 2024 0 repositories listed
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FedD2S: Personalized Data-Free Federated Knowledge Distillation16 Feb 2024 0 repositories listed
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InSaAF: Incorporating Safety through Accuracy and Fairness | Are LLMs ready for the Indian Legal Domain?16 Feb 2024 0 repositories listed
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On Explaining Unfairness: An Overview16 Feb 2024 0 repositories listed
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Privacy for Fairness: Information Obfuscation for Fair Representation Learning with Local Differential Privacy16 Feb 2024 0 repositories listed
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The Male CEO and the Female Assistant: Evaluation and Mitigation of Gender Biases in Text-To-Image Generation of Dual Subjects16 Feb 2024 0 repositories listed
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DPBalance: Efficient and Fair Privacy Budget Scheduling for Federated Learning as a Service15 Feb 2024 0 repositories listed
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"Model Cards for Model Reporting" in 2024: Reclassifying Category of Ethical Considerations in Terms of Trustworthiness and Risk Management15 Feb 2024 0 repositories listed
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Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models15 Feb 2024 0 repositories listed
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Regulating Cryptocurrency and Decentralized Finance for an Inclusive Economy15 Feb 2024 0 repositories listed
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User Modeling and User Profiling: A Comprehensive Survey15 Feb 2024 0 repositories listed
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Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning in Official Statistics and Survey Production14 Feb 2024 0 repositories listed
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Inference for an Algorithmic Fairness-Accuracy Frontier14 Feb 2024 0 repositories listed
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Is my Data in your AI Model? Membership Inference Test with Application to Face Images14 Feb 2024 0 repositories listed
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Rate-Splitting Multiple Access for Quantized ISAC LEO Satellite Systems: A Max-Min Fair Energy-Efficient Beam Design14 Feb 2024 0 repositories listed
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MaxMin-RLHF: Alignment with Diverse Human Preferences14 Feb 2024 0 repositories listed
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Stability and Multigroup Fairness in Ranking with Uncertain Predictions14 Feb 2024 0 repositories listed
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A survey of recent methods for addressing AI fairness and bias in biomedicine13 Feb 2024 0 repositories listed
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Causal Learning for Trustworthy Recommender Systems: A Survey13 Feb 2024 0 repositories listed
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Mapping the Ethics of Generative AI: A Comprehensive Scoping Review13 Feb 2024 0 repositories listed