Browse State-of-the-Art › Fairness › Papers, page 29
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 29 of 57: papers 2,801 to 2,900 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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Mitigating Bias Using Model-Agnostic Data Attribution8 May 2024 0 repositories listed
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Testing the Fairness-Accuracy Improvability of Algorithms8 May 2024 0 repositories listed
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Beyond human subjectivity and error: a novel AI grading system7 May 2024 0 repositories listed
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The Silicon Ceiling: Auditing GPT's Race and Gender Biases in Hiring7 May 2024 0 repositories listed
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FairMonitor: A Dual-framework for Detecting Stereotypes and Biases in Large Language Models6 May 2024 0 repositories listed
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Fair Risk Control: A Generalized Framework for Calibrating Multi-group Fairness Risks3 May 2024 0 repositories listed
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A Normative Framework for Benchmarking Consumer Fairness in Large Language Model Recommender System3 May 2024 0 repositories listed
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Holistic Evaluation Metrics: Use Case Sensitive Evaluation Metrics for Federated Learning3 May 2024 0 repositories listed
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How to Diversify any Personalized Recommender? A User-centric Pre-processing approach3 May 2024 0 repositories listed
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The Trade-off between Performance, Efficiency, and Fairness in Adapter Modules for Text Classification3 May 2024 0 repositories listed
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Towards Fairness in Provably Communication-Efficient Federated Recommender Systems3 May 2024 0 repositories listed
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Understanding Position Bias Effects on Fairness in Social Multi-Document Summarization3 May 2024 0 repositories listed
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Are We Really Achieving Better Beyond-Accuracy Performance in Next Basket Recommendation?2 May 2024 0 repositories listed
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Individual Fairness Through Reweighting and Tuning2 May 2024 0 repositories listed
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Non-iterative Optimization of Trajectory and Radio Resource for Aerial Network2 May 2024 0 repositories listed
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Type2Branch: Keystroke Biometrics based on a Dual-branch Architecture with Attention Mechanisms and Set2set Loss2 May 2024 0 repositories listed
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Multigroup Robustness1 May 2024 0 repositories listed
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Fairness Without Demographics in Human-Centered Federated Learning30 Apr 2024 0 repositories listed
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Neural Dynamic Data Valuation30 Apr 2024 0 repositories listed
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FALE: Fairness-Aware ALE Plots for Auditing Bias in Subgroups29 Apr 2024 0 repositories listed
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Mapping the Potential of Explainable AI for Fairness Along the AI Lifecycle29 Apr 2024 0 repositories listed
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Predicting Fairness of ML Software Configurations29 Apr 2024 0 repositories listed
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Bias Neutralization Framework: Measuring Fairness in Large Language Models with Bias Intelligence Quotient (BiQ)28 Apr 2024 0 repositories listed
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Learning Fairer Representations with FairVIC28 Apr 2024 0 repositories listed
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A Comparison of Differential Performance Metrics for the Evaluation of Automatic Speaker Verification Fairness27 Apr 2024 0 repositories listed
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FedCRL: Personalized Federated Learning with Contrastive Shared Representations for Label Heterogeneity in Non-IID Data27 Apr 2024 0 repositories listed
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Algorithmic Fairness: A Tolerance Perspective26 Apr 2024 0 repositories listed
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Bridging the Fairness Divide: Achieving Group and Individual Fairness in Graph Neural Networks26 Apr 2024 0 repositories listed
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Structured Reinforcement Learning for Delay-Optimal Data Transmission in Dense mmWave Networks25 Apr 2024 0 repositories listed
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FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication24 Apr 2024 0 repositories listed
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Joint operation of a fast-charging EV hub with a stand-alone independent battery storage system under fairness considerations24 Apr 2024 0 repositories listed
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Explaining AI Decisions: Towards Achieving Human-Centered Explainability in Smart Home Environments23 Apr 2024 0 repositories listed
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Identifying Fairness Issues in Automatically Generated Testing Content23 Apr 2024 0 repositories listed
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Machine Learning Techniques with Fairness for Prediction of Completion of Drug and Alcohol Rehabilitation23 Apr 2024 0 repositories listed
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Fair Concurrent Training of Multiple Models in Federated Learning22 Apr 2024 0 repositories listed
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Fairness Incentives in Response to Unfair Dynamic Pricing22 Apr 2024 0 repositories listed
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Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks21 Apr 2024 0 repositories listed
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Enforcing Conditional Independence for Fair Representation Learning and Causal Image Generation21 Apr 2024 0 repositories listed
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Security and Privacy Product Inclusion20 Apr 2024 0 repositories listed
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Explainable AI for Fair Sepsis Mortality Predictive Model19 Apr 2024 0 repositories listed
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Privacy-Preserving Debiasing using Data Augmentation and Machine Unlearning19 Apr 2024 0 repositories listed
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Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams18 Apr 2024 0 repositories listed
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How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective18 Apr 2024 0 repositories listed
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The Neutrality Fallacy: When Algorithmic Fairness Interventions are (Not) Positive Action18 Apr 2024 0 repositories listed
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Transparent AI: Developing an Explainable Interface for Predicting Postoperative Complications18 Apr 2024 0 repositories listed
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OptiGrad: A Fair and more Efficient Price Elasticity Optimization via a Gradient Based Learning16 Apr 2024 0 repositories listed
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Closing the Gap in the Trade-off between Fair Representations and Accuracy15 Apr 2024 0 repositories listed
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Privacy at a Price: Exploring its Dual Impact on AI Fairness15 Apr 2024 0 repositories listed
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Quantifying fair income distribution in Thailand15 Apr 2024 0 repositories listed
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Statistical learning for constrained functional parameters in infinite-dimensional models with applications in fair machine learning15 Apr 2024 0 repositories listed
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Utility-Fairness Trade-Offs and How to Find Them15 Apr 2024 0 repositories listed
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Enhancing Fairness and Performance in Machine Learning Models: A Multi-Task Learning Approach with Monte-Carlo Dropout and Pareto Optimality12 Apr 2024 0 repositories listed
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Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward12 Apr 2024 0 repositories listed
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Generating Counterfactual Explanations Using Cardinality Constraints11 Apr 2024 0 repositories listed
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Racial/Ethnic Categories in AI and Algorithmic Fairness: Why They Matter and What They Represent10 Apr 2024 0 repositories listed
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Fair Graph Neural Network with Supervised Contrastive Regularization9 Apr 2024 0 repositories listed
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Data Readiness for AI: A 360-Degree Survey8 Apr 2024 0 repositories listed
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Inference-Time Rule Eraser: Fair Recognition via Distilling and Removing Biased Rules7 Apr 2024 0 repositories listed
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Initial Exploration of Zero-Shot Privacy Utility Tradeoffs in Tabular Data Using GPT-47 Apr 2024 0 repositories listed
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Msmsfnet: a multi-stream and multi-scale fusion net for edge detection7 Apr 2024 0 repositories listed
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Impact of Fairness Regulations on Institutions' Policies and Population Qualifications6 Apr 2024 0 repositories listed
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Super Apps and the Digital Markets Act6 Apr 2024 0 repositories listed
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A Novel Terabit Grid-of-Beam Optical Wireless Multi-User Access Network with Beam Clustering5 Apr 2024 0 repositories listed
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Algorithmic Fairness and Social Welfare5 Apr 2024 0 repositories listed
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Enhancing Breast Cancer Diagnosis in Mammography: Evaluation and Integration of Convolutional Neural Networks and Explainable AI5 Apr 2024 0 repositories listed
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Accurately Classifying Out-Of-Distribution Data in Facial Recognition5 Apr 2024 0 repositories listed
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An ExplainableFair Framework for Prediction of Substance Use Disorder Treatment Completion4 Apr 2024 0 repositories listed
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Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers4 Apr 2024 0 repositories listed
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Learning Social Fairness Preferences from Non-Expert Stakeholder Opinions in Kidney Placement4 Apr 2024 0 repositories listed
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Balancing Efficiency and Equity in Classroom Assignment under Endogenous Peer Effects3 Apr 2024 0 repositories listed
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Dynamic Resource Allocation with Karma: An Experimental Study3 Apr 2024 0 repositories listed
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Towards detecting unanticipated bias in Large Language Models3 Apr 2024 0 repositories listed
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Incentives in Private Collaborative Machine Learning2 Apr 2024 0 repositories listed
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Advancing AI with Integrity: Ethical Challenges and Solutions in Neural Machine Translation1 Apr 2024 0 repositories listed
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Cooperative Evolutionary Pressure and Diminishing Returns Might Explain the Fermi Paradox: On What Super-AIs Are Like1 Apr 2024 0 repositories listed
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Fair MP-BOOST: Fair and Interpretable Minipatch Boosting1 Apr 2024 0 repositories listed
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Resolute and symmetric mechanisms for two-sided matching problems1 Apr 2024 0 repositories listed
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The Double-Edged Sword of Input Perturbations to Robust Accurate Fairness1 Apr 2024 0 repositories listed
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Towards an In-Depth Comprehension of Case Relevance for Better Legal Retrieval1 Apr 2024 0 repositories listed
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Fairness in Large Language Models: A Taxonomic Survey31 Mar 2024 0 repositories listed
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Analysis of Fairness-promoting Optimization Schemes of Photovoltaic Curtailments for Voltage Regulation in Power Distribution Networks30 Mar 2024 0 repositories listed
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On Accessibility Fairness in Intermodal Autonomous Mobility-on-Demand Systems30 Mar 2024 0 repositories listed
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FairRAG: Fair Human Generation via Fair Retrieval Augmentation29 Mar 2024 0 repositories listed
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Implications of the AI Act for Non-Discrimination Law and Algorithmic Fairness29 Mar 2024 0 repositories listed
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Evaluating Fair Feature Selection in Machine Learning for Healthcare28 Mar 2024 0 repositories listed
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Meta-Heuristic Fronthaul Bit Allocation for Cell-free Massive MIMO Systems28 Mar 2024 0 repositories listed
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MIST: Mitigating Intersectional Bias with Disentangled Cross-Attention Editing in Text-to-Image Diffusion Models28 Mar 2024 0 repositories listed
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Equity in Healthcare: Analyzing Disparities in Machine Learning Predictions of Diabetic Patient Readmissions27 Mar 2024 0 repositories listed
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Looking Beyond What You See: An Empirical Analysis on Subgroup Intersectional Fairness for Multi-label Chest X-ray Classification Using Social Determinants of Racial Health Inequities27 Mar 2024 0 repositories listed
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Modeling Sustainable City Trips: Integrating CO2e Emissions, Popularity, and Seasonality into Tourism Recommender Systems27 Mar 2024 0 repositories listed
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Counterfactual Fairness through Transforming Data Orthogonal to Bias26 Mar 2024 0 repositories listed
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Search and Society: Reimagining Information Access for Radical Futures26 Mar 2024 0 repositories listed
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The Pursuit of Fairness in Artificial Intelligence Models: A Survey26 Mar 2024 0 repositories listed
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Public Perceptions of Fairness Metrics Across Borders24 Mar 2024 0 repositories listed
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From Discrete to Continuous: Deep Fair Clustering With Transferable Representations24 Mar 2024 0 repositories listed
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Clean-image Backdoor Attacks22 Mar 2024 0 repositories listed
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FairerCLIP: Debiasing CLIP's Zero-Shot Predictions using Functions in RKHSs22 Mar 2024 0 repositories listed
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How to be fair? A study of label and selection bias21 Mar 2024 0 repositories listed
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Navigating Fairness: Practitioners' Understanding, Challenges, and Strategies in AI/ML Development21 Mar 2024 0 repositories listed
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Open Conversational LLMs do not know most Spanish words21 Mar 2024 0 repositories listed