Browse State-of-the-Art › Fairness › Papers, page 19
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 19 of 57: papers 1,801 to 1,900 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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On Fairness of Task Arithmetic: The Role of Task Vectors30 May 2025 0 repositories listed
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Online Fair Division with Additional Information30 May 2025 0 repositories listed
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A Computational Approach to Improving Fairness in K-means Clustering29 May 2025 0 repositories listed
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BIRD: Behavior Induction via Representation-structure Distillation29 May 2025 0 repositories listed
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Comparative assessment of fairness definitions and bias mitigation strategies in machine learning-based diagnosis of Alzheimer's disease from MR images29 May 2025 0 repositories listed
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Evaluating the Efficacy of LLM-Based Reasoning for Multiobjective HPC Job Scheduling29 May 2025 0 repositories listed
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Identity resolution of software metadata using Large Language Models29 May 2025 0 repositories listed
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Optimizing Connectivity and Scheduling of Near/Far Field Users in Massive MIMO NOMA System29 May 2025 0 repositories listed
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TRACE: Trajectory-Constrained Concept Erasure in Diffusion Models29 May 2025 0 repositories listed
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BiasFilter: An Inference-Time Debiasing Framework for Large Language Models28 May 2025 0 repositories listed
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CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning28 May 2025 0 repositories listed
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From Coders to Critics: Empowering Students through Peer Assessment in the Age of AI Copilots28 May 2025 0 repositories listed
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LLM-ODDR: A Large Language Model Framework for Joint Order Dispatching and Driver Repositioning28 May 2025 0 repositories listed
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Online Fair Division for Personalized 2-Value Instances28 May 2025 0 repositories listed
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Private Rate-Constrained Optimization with Applications to Fair Learning28 May 2025 0 repositories listed
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Beyond Explainability: The Case for AI Validation27 May 2025 0 repositories listed
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Fairness in Federated Learning: Fairness for Whom?27 May 2025 0 repositories listed
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Humble AI in the real-world: the case of algorithmic hiring27 May 2025 0 repositories listed
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Recovering Fairness Directly from Modularity: a New Way for Fair Community Partitioning27 May 2025 0 repositories listed
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A Responsible Face Recognition Approach for Small and Mid-Scale Systems Through Personalized Neural Networks26 May 2025 0 repositories listed
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Causality and "In-the-Wild" Video-Based Person Re-ID: A Survey26 May 2025 0 repositories listed
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Fairness Practices in Industry: A Case Study in Machine Learning Teams Building Recommender Systems26 May 2025 0 repositories listed
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Graph Guided Diffusion: Unified Guidance for Conditional Graph Generation26 May 2025 0 repositories listed
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Improving Recommendation Fairness without Sensitive Attributes Using Multi-Persona LLMs26 May 2025 0 repositories listed
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My Answer Is NOT 'Fair': Mitigating Social Bias in Vision-Language Models via Fair and Biased Residuals26 May 2025 0 repositories listed
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OFDMA for Pinching Antenna Systems26 May 2025 0 repositories listed
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Effort-aware Fairness: Incorporating a Philosophy-informed, Human-centered Notion of Effort into Algorithmic Fairness Metrics25 May 2025 0 repositories listed
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Marginal Fairness: Fair Decision-Making under Risk Measures24 May 2025 0 repositories listed
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Smart Energy Guardian: A Hybrid Deep Learning Model for Detecting Fraudulent PV Generation24 May 2025 0 repositories listed
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Soft Weighted Machine Unlearning24 May 2025 0 repositories listed
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Embracing Contradiction: Theoretical Inconsistency Will Not Impede the Road of Building Responsible AI Systems23 May 2025 0 repositories listed
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High-Fidelity Functional Ultrasound Reconstruction via A Visual Auto-Regressive Framework23 May 2025 0 repositories listed
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The Staircase of Ethics: Probing LLM Value Priorities through Multi-Step Induction to Complex Moral Dilemmas23 May 2025 0 repositories listed
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Will Large Language Models Transform Clinical Prediction?23 May 2025 0 repositories listed
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Accuracy vs. Accuracy: Computational Tradeoffs Between Classification Rates and Utility22 May 2025 0 repositories listed
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AIDRIN 2.0: A Framework to Assess Data Readiness for AI22 May 2025 0 repositories listed
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Evaluating the Performance of Nigerian Lecturers using Multilayer Perceptron22 May 2025 0 repositories listed
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Fairness under Competition22 May 2025 0 repositories listed
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Liouville PDE-based sliced-Wasserstein flow for fair regression22 May 2025 0 repositories listed
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On the Deployment of RIS-mounted UAV Networks22 May 2025 0 repositories listed
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Reasoning in Neurosymbolic AI22 May 2025 0 repositories listed
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Reconsidering Fairness Through Unawareness from the Perspective of Model Multiplicity22 May 2025 0 repositories listed
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Cultural Value Alignment in Large Language Models: A Prompt-based Analysis of Schwartz Values in Gemini, ChatGPT, and DeepSeek21 May 2025 0 repositories listed
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DISCO Balances the Scales: Adaptive Domain- and Difficulty-Aware Reinforcement Learning on Imbalanced Data21 May 2025 0 repositories listed
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Distributionally Robust Federated Learning with Client Drift Minimization21 May 2025 0 repositories listed
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Evaluate Bias without Manual Test Sets: A Concept Representation Perspective for LLMs21 May 2025 0 repositories listed
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Internal and External Impacts of Natural Language Processing Papers21 May 2025 0 repositories listed
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Accuracy and Fairness of Facial Recognition Technology in Low-Quality Police Images: An Experiment With Synthetic Faces20 May 2025 0 repositories listed
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Algorithmic Hiring and Diversity: Reducing Human-Algorithm Similarity for Better Outcomes20 May 2025 0 repositories listed
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DECASTE: Unveiling Caste Stereotypes in Large Language Models through Multi-Dimensional Bias Analysis20 May 2025 0 repositories listed
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Enforcing Hard Linear Constraints in Deep Learning Models with Decision Rules20 May 2025 0 repositories listed
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Mitigating Subgroup Disparities in Multi-Label Speech Emotion Recognition: A Pseudo-Labeling and Unsupervised Learning Approach20 May 2025 0 repositories listed
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Unlearning Algorithmic Biases over Graphs20 May 2025 0 repositories listed
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Adversarial Testing in LLMs: Insights into Decision-Making Vulnerabilities19 May 2025 0 repositories listed
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Aligning Trustworthy AI with Democracy: A Dual Taxonomy of Opportunities and Risks19 May 2025 0 repositories listed
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Continuous Fair SMOTE -- Fairness-Aware Stream Learning from Imbalanced Data19 May 2025 0 repositories listed
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Expert-Like Reparameterization of Heterogeneous Pyramid Receptive Fields in Efficient CNNs for Fair Medical Image Classification19 May 2025 0 repositories listed
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Language Models That Walk the Talk: A Framework for Formal Fairness Certificates19 May 2025 0 repositories listed
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Power Allocation for Delay Optimization in Device-to-Device Networks: A Graph Reinforcement Learning Approach19 May 2025 0 repositories listed
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Seeing the Unseen: How EMoE Unveils Bias in Text-to-Image Diffusion Models19 May 2025 0 repositories listed
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Enforcing Fairness Where It Matters: An Approach Based on Difference-of-Convex Constraints18 May 2025 0 repositories listed
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Attribution Projection Calculus: A Novel Framework for Causal Inference in Bayesian Networks17 May 2025 0 repositories listed
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Behind the Screens: Uncovering Bias in AI-Driven Video Interview Assessments Using Counterfactuals17 May 2025 0 repositories listed
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Improving Fairness in LLMs Through Testing-Time Adversaries17 May 2025 0 repositories listed
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Interactional Fairness in LLM Multi-Agent Systems: An Evaluation Framework17 May 2025 0 repositories listed
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From Embeddings to Accuracy: Comparing Foundation Models for Radiographic Classification16 May 2025 0 repositories listed
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Fairness-aware Anomaly Detection via Fair Projection16 May 2025 0 repositories listed
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MPMA: Preference Manipulation Attack Against Model Context Protocol16 May 2025 0 repositories listed
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Equal is Not Always Fair: A New Perspective on Hyperspectral Representation Non-Uniformity16 May 2025 0 repositories listed
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ASR-FAIRBENCH: Measuring and Benchmarking Equity Across Speech Recognition Systems16 May 2025 0 repositories listed
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Simple and Effective Specialized Representations for Fair Classifiers16 May 2025 0 repositories listed
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DIF: A Framework for Benchmarking and Verifying Implicit Bias in LLMs15 May 2025 0 repositories listed
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Which Demographic Features Are Relevant for Individual Fairness Evaluation of U.S. Recidivism Risk Assessment Tools?15 May 2025 0 repositories listed
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Bias and Generalizability of Foundation Models across Datasets in Breast Mammography14 May 2025 0 repositories listed
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Beyond the Black Box: Interpretability of LLMs in Finance14 May 2025 0 repositories listed
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Enabling Group Fairness in Graph Unlearning via Bi-level Debiasing14 May 2025 0 repositories listed
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Fair Clustering via Alignment14 May 2025 0 repositories listed
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Fairness-aware Bayes optimal functional classification14 May 2025 0 repositories listed
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Source framing triggers systematic evaluation bias in Large Language Models14 May 2025 0 repositories listed
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Towards Fair In-Context Learning with Tabular Foundation Models14 May 2025 0 repositories listed
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Aggregating Concepts of Accuracy and Fairness in Prediction Algorithms13 May 2025 0 repositories listed
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Detecting Prefix Bias in LLM-based Reward Models13 May 2025 0 repositories listed
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Joint Optimization of User Association and Resource Allocation for Load Balancing With Multi-Level Fairness13 May 2025 0 repositories listed
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Max-Min Fairness in Stacked Intelligent Metasurface-Aided Rate Splitting Networks13 May 2025 0 repositories listed
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A Unified Deterministic Channel Model for Multi-Type RIS with Reflective, Transmissive, and Polarization Operations12 May 2025 0 repositories listed
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Doubly Robust Fusion of Many Treatments for Policy Learning12 May 2025 0 repositories listed
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Constrained Online Decision-Making: A Unified Framework11 May 2025 0 repositories listed
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Empirical Analysis of Asynchronous Federated Learning on Heterogeneous Devices: Efficiency, Fairness, and Privacy Trade-offs11 May 2025 0 repositories listed
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Efficient Fairness Testing in Large Language Models: Prioritizing Metamorphic Relations for Bias Detection9 May 2025 0 repositories listed
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Fair Representation Learning for Continuous Sensitive Attributes using Expectation of Integral Probability Metrics9 May 2025 0 repositories listed
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Mixed-Integer Optimization for Responsible Machine Learning9 May 2025 0 repositories listed
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Algorithmic Tradeoffs in Fair Lending: Profitability, Compliance, and Long-Term Impact8 May 2025 0 repositories listed
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Anticipating Gaming to Incentivize Improvement: Guiding Agents in (Fair) Strategic Classification8 May 2025 0 repositories listed
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Fair Uncertainty Quantification for Depression Prediction8 May 2025 0 repositories listed
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Fairness Perceptions in Regression-based Predictive Models8 May 2025 0 repositories listed
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Incentive-Aware Machine Learning; Robustness, Fairness, Improvement & Causality8 May 2025 0 repositories listed
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Robust ML Auditing using Prior Knowledge7 May 2025 0 repositories listed
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User and Recommender Behavior Over Time: Contextualizing Activity, Effectiveness, Diversity, and Fairness in Book Recommendation7 May 2025 0 repositories listed
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Collective decisions under uncertainty: efficiency, ex-ante fairness, and normalization6 May 2025 0 repositories listed
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Fairness of Automatic Speech Recognition in Cleft Lip and Palate Speech6 May 2025 0 repositories listed