Browse State-of-the-Art › Fairness › Papers, page 22
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 22 of 57: papers 2,101 to 2,200 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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Investigating the Impact of LLM Personality on Cognitive Bias Manifestation in Automated Decision-Making Tasks20 Feb 2025 0 repositories listed
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CardiacMamba: A Multimodal RGB-RF Fusion Framework with State Space Models for Remote Physiological Measurement19 Feb 2025 0 repositories listed
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Decentralized Annuity: A Quest for the Holy Grail of Lifetime Financial Security19 Feb 2025 0 repositories listed
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Self-Regularization with Latent Space Explanations for Controllable LLM-based Classification19 Feb 2025 0 repositories listed
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Envious Explore and Exploit18 Feb 2025 0 repositories listed
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Fundus2Globe: Generative AI-Driven 3D Digital Twins for Personalized Myopia Management18 Feb 2025 0 repositories listed
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Two Tickets are Better than One: Fair and Accurate Hiring Under Strategic LLM Manipulations18 Feb 2025 0 repositories listed
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Uncertain Multi-Objective Recommendation via Orthogonal Meta-Learning Enhanced Bayesian Optimization18 Feb 2025 0 repositories listed
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A new framework for prognostics in decentralized industries: Enhancing fairness, security, and transparency through Blockchain and Federated Learning17 Feb 2025 0 repositories listed
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Biases in Edge Language Models: Detection, Analysis, and Mitigation17 Feb 2025 0 repositories listed
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DR.GAP: Mitigating Bias in Large Language Models using Gender-Aware Prompting with Demonstration and Reasoning17 Feb 2025 0 repositories listed
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Exploring Large Language Models in Healthcare: Insights into Corpora Sources, Customization Strategies, and Evaluation Metrics17 Feb 2025 0 repositories listed
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Healthcare cost prediction for heterogeneous patient profiles using deep learning models with administrative claims data17 Feb 2025 0 repositories listed
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Intersectional Fairness in Reinforcement Learning with Large State and Constraint Spaces17 Feb 2025 0 repositories listed
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What's in a Query: Polarity-Aware Distribution-Based Fair Ranking17 Feb 2025 0 repositories listed
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Faces of Fairness: Examining Bias in Facial Expression Recognition Datasets and Models16 Feb 2025 0 repositories listed
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From Deception to Perception: The Surprising Benefits of Deepfakes for Detecting, Measuring, and Mitigating Bias16 Feb 2025 0 repositories listed
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Learning Fair Policies for Infectious Diseases Mitigation using Path Integral Control14 Feb 2025 0 repositories listed
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Revisiting the Berkeley Admissions data: Statistical Tests for Causal Hypotheses14 Feb 2025 0 repositories listed
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A Differentiable Rank-Based Objective For Better Feature Learning13 Feb 2025 0 repositories listed
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A Survey on LLM-based News Recommender Systems13 Feb 2025 0 repositories listed
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Differential Adjusted Parity for Learning Fair Representations13 Feb 2025 0 repositories listed
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SB-Bench: Stereotype Bias Benchmark for Large Multimodal Models12 Feb 2025 0 repositories listed
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Auto-Drafting Police Reports from Noisy ASR Outputs: A Trust-Centered LLM Approach11 Feb 2025 0 repositories listed
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Coarse Set Theory for AI Ethics and Decision-Making: A Mathematical Framework for Granular Evaluations11 Feb 2025 0 repositories listed
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Fairness in Agentic AI: A Unified Framework for Ethical and Equitable Multi-Agent System11 Feb 2025 0 repositories listed
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MoENAS: Mixture-of-Expert based Neural Architecture Search for jointly Accurate, Fair, and Robust Edge Deep Neural Networks11 Feb 2025 0 repositories listed
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Comprehensive Framework for Evaluating Conversational AI Chatbots10 Feb 2025 0 repositories listed
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Contextual Thompson Sampling via Generation of Missing Data10 Feb 2025 0 repositories listed
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Enhancing kidney transplantation through multi-agent kidney exchange programs: A comprehensive review and optimization models10 Feb 2025 0 repositories listed
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Finding Words Associated with DIF: Predicting Differential Item Functioning using LLMs and Explainable AI10 Feb 2025 0 repositories listed
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Intelligent Reconfigurable Optical Wireless Ether10 Feb 2025 0 repositories listed
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Intelligent Offloading in Vehicular Edge Computing: A Comprehensive Review of Deep Reinforcement Learning Approaches and Architectures10 Feb 2025 0 repositories listed
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Testing software for non-discrimination: an updated and extended audit in the Italian car insurance domain10 Feb 2025 0 repositories listed
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A Hybrid Tabu Scatter Search Algorithm for Simulation-Based Optimization of Multi-Objective Runway Operations Scheduling8 Feb 2025 0 repositories listed
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Vision-Ultrasound Robotic System based on Deep Learning for Gas and Arc Hazard Detection in Manufacturing8 Feb 2025 0 repositories listed
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A Tutorial On Intersectionality in Fair Rankings7 Feb 2025 0 repositories listed
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Impartial utilitarianism on infinite utility streams7 Feb 2025 0 repositories listed
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Building A Unified AI-centric Language System: analysis, framework and future work6 Feb 2025 0 repositories listed
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DECAF: Learning to be Fair in Multi-agent Resource Allocation6 Feb 2025 0 repositories listed
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Fairness Aware Reinforcement Learning via Proximal Policy Optimization6 Feb 2025 0 repositories listed
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Targeted Learning for Data Fairness6 Feb 2025 0 repositories listed
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Towards Fair and Robust Face Parsing for Generative AI: A Multi-Objective Approach6 Feb 2025 0 repositories listed
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Understanding and Mitigating the Bias Inheritance in LLM-based Data Augmentation on Downstream Tasks6 Feb 2025 0 repositories listed
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Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance5 Feb 2025 0 repositories listed
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FACTER: Fairness-Aware Conformal Thresholding and Prompt Engineering for Enabling Fair LLM-Based Recommender Systems5 Feb 2025 0 repositories listed
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Multi-objective methods in Federated Learning: A survey and taxonomy5 Feb 2025 0 repositories listed
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No Location Left Behind: Measuring and Improving the Fairness of Implicit Representations for Earth Data5 Feb 2025 0 repositories listed
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On Fairness of Unified Multimodal Large Language Model for Image Generation5 Feb 2025 0 repositories listed
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CH-MARL: Constrained Hierarchical Multiagent Reinforcement Learning for Sustainable Maritime Logistics4 Feb 2025 0 repositories listed
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Fairness in Survival Analysis: A Novel Conditional Mutual Information Augmentation Approach4 Feb 2025 0 repositories listed
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Review of Demographic Fairness in Face Recognition4 Feb 2025 0 repositories listed
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Explainability-Driven Quality Assessment for Rule-Based Systems3 Feb 2025 0 repositories listed
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MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation3 Feb 2025 0 repositories listed
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Dissecting Submission Limit in Desk-Rejections: A Mathematical Analysis of Fairness in AI Conference Policies2 Feb 2025 0 repositories listed
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Distributive Fairness in Large Language Models: Evaluating Alignment with Human Values1 Feb 2025 0 repositories listed
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The Impact of Persona-based Political Perspectives on Hateful Content Detection1 Feb 2025 0 repositories listed
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A single-loop SPIDER-type stochastic subgradient method for expectation-constrained nonconvex nonsmooth optimization31 Jan 2025 0 repositories listed
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Fairness Analysis of CLIP-Based Foundation Models for X-Ray Image Classification31 Jan 2025 0 repositories listed
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RIS Meets O-RAN: A Practical Demonstration of Multi-user RIS Optimization through RIC31 Jan 2025 0 repositories listed
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Superhuman Game AI Disclosure: Expertise and Context Moderate Effects on Trust and Fairness31 Jan 2025 0 repositories listed
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From Data to Action: Charting A Data-Driven Path to Combat Antimicrobial Resistance30 Jan 2025 0 repositories listed
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Machine Learning Fairness for Depression Detection using EEG Data30 Jan 2025 0 repositories listed
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Stream-Based Monitoring of Algorithmic Fairness30 Jan 2025 0 repositories listed
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Actions Speak Louder than Words: Agent Decisions Reveal Implicit Biases in Language Models29 Jan 2025 0 repositories listed
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Induced Modularity and Community Detection for Functionally Interpretable Reinforcement Learning28 Jan 2025 0 repositories listed
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AI-assisted German Employment Contract Review: A Benchmark Dataset27 Jan 2025 0 repositories listed
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Value-oriented forecast reconciliation for renewables in electricity markets27 Jan 2025 0 repositories listed
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Be Intentional About Fairness!: Fairness, Size, and Multiplicity in the Rashomon Set26 Jan 2025 0 repositories listed
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A Post-Processing-Based Fair Federated Learning Framework25 Jan 2025 0 repositories listed
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Fairness-aware Contextual Dynamic Pricing with Strategic Buyers25 Jan 2025 0 repositories listed
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Fairness in LLM-Generated Surveys25 Jan 2025 0 repositories listed
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Automatic Link Selection in Multi-Channel Multiple Access with Link Failures24 Jan 2025 0 repositories listed
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Fairness of Deep Ensembles: On the interplay between per-group task difficulty and under-representation24 Jan 2025 0 repositories listed
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Locality-aware Fair Scheduling in LLM Serving24 Jan 2025 0 repositories listed
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Overcoming Fairness Trade-offs via Pre-processing: A Causal Perspective24 Jan 2025 0 repositories listed
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SoK: What Makes Private Learning Unfair?24 Jan 2025 0 repositories listed
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Unlocking the Black Box: Analysing the EU Artificial Intelligence Act's Framework for Explainability in AI24 Jan 2025 0 repositories listed
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AdEval: Alignment-based Dynamic Evaluation to Mitigate Data Contamination in Large Language Models23 Jan 2025 0 repositories listed
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Perceived Fairness of the Machine Learning Development Process: Concept Scale Development23 Jan 2025 0 repositories listed
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Addressing Bias in Generative AI: Challenges and Research Opportunities in Information Management22 Jan 2025 0 repositories listed
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Enhancing Multi-Attribute Fairness in Healthcare Predictive Modeling22 Jan 2025 0 repositories listed
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It's complicated. The relationship of algorithmic fairness and non-discrimination regulations for high-risk systems in the EU AI Act22 Jan 2025 0 repositories listed
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Paper Quality Assessment based on Individual Wisdom Metrics from Open Peer Review22 Jan 2025 0 repositories listed
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A Comprehensive Social Bias Audit of Contrastive Vision Language Models22 Jan 2025 0 repositories listed
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CYCle: Choosing Your Collaborators Wisely to Enhance Collaborative Fairness in Decentralized Learning21 Jan 2025 0 repositories listed
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On the "Illusion" of Gender Bias in Face Recognition: Explaining the Fairness Issue Through Non-demographic Attributes21 Jan 2025 0 repositories listed
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Are generative models fair? A study of racial bias in dermatological image generation20 Jan 2025 0 repositories listed
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Fairness Testing through Extreme Value Theory20 Jan 2025 0 repositories listed
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Mitigating Spatial Disparity in Urban Prediction Using Residual-Aware Spatiotemporal Graph Neural Networks: A Chicago Case Study20 Jan 2025 0 repositories listed
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Multilinguality in LLM-Designed Reward Functions for Restless Bandits: Effects on Task Performance and Fairness20 Jan 2025 0 repositories listed
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Collaborative Channel Access and Transmission for NR Sidelink and Wi-Fi Coexistence over Unlicensed Spectrum20 Jan 2025 0 repositories listed
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Distributed Quasi-Newton Method for Fair and Fast Federated Learning18 Jan 2025 0 repositories listed
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Measuring Fairness in Financial Transaction Machine Learning Models18 Jan 2025 0 repositories listed
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AI in Support of Diversity and Inclusion16 Jan 2025 0 repositories listed
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Artificial Intelligence-Driven Clinical Decision Support Systems16 Jan 2025 0 repositories listed
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U-Fair: Uncertainty-based Multimodal Multitask Learning for Fairer Depression Detection16 Jan 2025 0 repositories listed
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Analyzing the Ethical Logic of Six Large Language Models15 Jan 2025 0 repositories listed
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Mitigating Algorithmic Bias in Multiclass CNN Classifications Using Causal Modeling14 Jan 2025 0 repositories listed
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The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation14 Jan 2025 0 repositories listed