Browse State-of-the-Art › Fairness › Papers, page 34

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 34 of 57: papers 3,301 to 3,400 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.

• Fairness Hub Technical Briefs: AUC Gap
  20 Sep 2023 0 repositories listed
• Learning and DiSentangling Patient Static Information from Time-series Electronic HEalth Record (STEER)
  20 Sep 2023 0 repositories listed
• Using Property Elicitation to Understand the Impacts of Fairness Regularizers
  20 Sep 2023 0 repositories listed
• Towards Measuring Fairness in Grid Layout in Recommender Systems
  19 Sep 2023 0 repositories listed
• Do Large GPT Models Discover Moral Dimensions in Language Representations? A Topological Study Of Sentence Embeddings
  17 Sep 2023 0 repositories listed
• Fairness for All: Investigating Harms to Within-Group Individuals in Producer Fairness Re-ranking Optimization -- A Reproducibility Study
  17 Sep 2023 0 repositories listed
• Bias and Fairness in Chatbots: An Overview
  16 Sep 2023 0 repositories listed
• Deep Reinforcement Learning for Efficient and Fair Allocation of Health Care Resources
  15 Sep 2023 0 repositories listed
• Data Augmentation via Subgroup Mixup for Improving Fairness
  13 Sep 2023 0 repositories listed
• Mitigating Group Bias in Federated Learning for Heterogeneous Devices
  13 Sep 2023 0 repositories listed
• Verifiable Fairness: Privacy-preserving Computation of Fairness for Machine Learning Systems
  12 Sep 2023 0 repositories listed
• Not obviously manipulable allotment rules
  12 Sep 2023 0 repositories listed
• Optimal and Fair Encouragement Policy Evaluation and Learning
  12 Sep 2023 0 repositories listed
• Re-formalization of Individual Fairness
  11 Sep 2023 0 repositories listed
• Beyond XAI:Obstacles Towards Responsible AI
  7 Sep 2023 0 repositories listed
• Promoting Fairness in GNNs: A Characterization of Stability
  7 Sep 2023 0 repositories listed
• Routing in Mixed Transportation Systems for Mobility Equity
  7 Sep 2023 0 repositories listed
• TIDE: Textual Identity Detection for Evaluating and Augmenting Classification and Language Models
  7 Sep 2023 0 repositories listed
• VideolandGPT: A User Study on a Conversational Recommender System
  7 Sep 2023 0 repositories listed
• Developing A Fair Individualized Polysocial Risk Score (iPsRS) for Identifying Increased Social Risk of Hospitalizations in Patients with Type 2 Diabetes (T2D)
  5 Sep 2023 0 repositories listed
• Fairness of Exposure in Dynamic Recommendation
  5 Sep 2023 0 repositories listed
• Fairness Vs. Personalization: Towards Equity in Epistemic Utility
  5 Sep 2023 0 repositories listed
• NICE: CVPR 2023 Challenge on Zero-shot Image Captioning
  5 Sep 2023 0 repositories listed
• Towards Individual and Multistakeholder Fairness in Tourism Recommender Systems
  5 Sep 2023 0 repositories listed
• CONFIDERAI: a novel CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence
  4 Sep 2023 0 repositories listed
• In-processing User Constrained Dominant Sets for User-Oriented Fairness in Recommender Systems
  4 Sep 2023 0 repositories listed
• Interdisciplinary Fairness in Imbalanced Research Proposal Topic Inference: A Hierarchical Transformer-based Method with Selective Interpolation
  4 Sep 2023 0 repositories listed
• Measuring, Interpreting, and Improving Fairness of Algorithms using Causal Inference and Randomized Experiments
  4 Sep 2023 0 repositories listed
• Bias Testing and Mitigation in LLM-based Code Generation
  3 Sep 2023 0 repositories listed
• Approximating Fair k-Min-Sum-Radii in Euclidean Space
  2 Sep 2023 0 repositories listed
• Fairness Implications of Heterogeneous Treatment Effect Estimation with Machine Learning Methods in Policy-making
  2 Sep 2023 0 repositories listed
• Advancing Personalized Federated Learning: Group Privacy, Fairness, and Beyond
  1 Sep 2023 0 repositories listed
• Adaptation Speed Analysis for Fairness-aware Causal Models
  31 Aug 2023 0 repositories listed
• FACET: Fairness in Computer Vision Evaluation Benchmark
  31 Aug 2023 0 repositories listed
• The AI Revolution: Opportunities and Challenges for the Finance Sector
  31 Aug 2023 0 repositories listed
• Thesis Distillation: Investigating The Impact of Bias in NLP Models on Hate Speech Detection
  31 Aug 2023 0 repositories listed
• Ensuring User-side Fairness in Dynamic Recommender Systems
  29 Aug 2023 0 repositories listed
• Fair Few-shot Learning with Auxiliary Sets
  28 Aug 2023 0 repositories listed
• Fairness Through Domain Awareness: Mitigating Popularity Bias For Music Discovery
  28 Aug 2023 0 repositories listed
• Fairness and Privacy in Voice Biometrics:A Study of Gender Influences Using wav2vec 2.0
  27 Aug 2023 0 repositories listed
• MARL for Decentralized Electric Vehicle Charging Coordination with V2V Energy Exchange
  27 Aug 2023 0 repositories listed
• Bias in Unsupervised Anomaly Detection in Brain MRI
  26 Aug 2023 0 repositories listed
• Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models
  26 Aug 2023 0 repositories listed
• Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Learning
  25 Aug 2023 0 repositories listed
• Ontologies for increasing the FAIRness of plant research data
  25 Aug 2023 0 repositories listed
• Trustworthy Representation Learning Across Domains
  23 Aug 2023 0 repositories listed
• A survey on bias in machine learning research
  22 Aug 2023 0 repositories listed
• A Counterfactual Fair Model for Longitudinal Electronic Health Records via Deconfounder
  22 Aug 2023 0 repositories listed
• FairMonitor: A Four-Stage Automatic Framework for Detecting Stereotypes and Biases in Large Language Models
  21 Aug 2023 0 repositories listed
• Systematic Offensive Stereotyping (SOS) Bias in Language Models
  21 Aug 2023 0 repositories listed
• A Survey on Fairness in Large Language Models
  20 Aug 2023 0 repositories listed
• RAH! RecSys-Assistant-Human: A Human-Centered Recommendation Framework with LLM Agents
  19 Aug 2023 0 repositories listed
• Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces
  17 Aug 2023 0 repositories listed
• Differential Privacy, Linguistic Fairness, and Training Data Influence: Impossibility and Possibility Theorems for Multilingual Language Models
  17 Aug 2023 0 repositories listed Syntology 14 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 0 where Syntology's instrument failed) · 9 unverified (of 23 harvested samples)
• Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities
  16 Aug 2023 0 repositories listed
• Fair GANs through model rebalancing for extremely imbalanced class distributions
  16 Aug 2023 0 repositories listed
• Unbiased Decisions Reduce Regret: Adversarial Domain Adaptation for the Bank Loan Problem
  15 Aug 2023 0 repositories listed
• Benign Shortcut for Debiasing: Fair Visual Recognition via Intervention with Shortcut Features
  13 Aug 2023 0 repositories listed
• FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
  11 Aug 2023 0 repositories listed
• EFX Allocations Exist for Binary Valuations
  10 Aug 2023 0 repositories listed
• Addressing Racial Bias in Facial Emotion Recognition
  9 Aug 2023 0 repositories listed
• School Choice with Multiple Priorities
  9 Aug 2023 0 repositories listed
• Investigating Speaker Embedding Disentanglement on Natural Read Speech
  8 Aug 2023 0 repositories listed
• Learning Unbiased Image Segmentation: A Case Study with Plain Knee Radiographs
  8 Aug 2023 0 repositories listed
• Unmasking Nationality Bias: A Study of Human Perception of Nationalities in AI-Generated Articles
  8 Aug 2023 0 repositories listed
• Towards Carbon-Free Electricity: A Flow-Based Framework for Power Grid Carbon Accounting and Decarbonization
  7 Aug 2023 0 repositories listed
• The Impact of Group Membership Bias on the Quality and Fairness of Exposure in Ranking
  5 Aug 2023 0 repositories listed
• A Multidimensional Analysis of Social Biases in Vision Transformers
  3 Aug 2023 0 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 2 pointer-only (licence)
• Hard Adversarial Example Mining for Improving Robust Fairness
  3 Aug 2023 0 repositories listed
• Target specification bias, counterfactual prediction, and algorithmic fairness in healthcare
  3 Aug 2023 0 repositories listed
• SYNAuG: Exploiting Synthetic Data for Data Imbalance Problems
  2 Aug 2023 0 repositories listed
• Price-Aware Deep Learning for Electricity Markets
  2 Aug 2023 0 repositories listed
• Fair Models in Credit: Intersectional Discrimination and the Amplification of Inequity
  1 Aug 2023 0 repositories listed
• Monitoring Algorithmic Fairness under Partial Observations
  1 Aug 2023 0 repositories listed
• A Suite of Fairness Datasets for Tabular Classification
  31 Jul 2023 0 repositories listed
• No Fair Lunch: A Causal Perspective on Dataset Bias in Machine Learning for Medical Imaging
  31 Jul 2023 0 repositories listed
• On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook
  31 Jul 2023 0 repositories listed
• Towards Trustworthy and Aligned Machine Learning: A Data-centric Survey with Causality Perspectives
  31 Jul 2023 0 repositories listed
• Robust Electric Vehicle Balancing of Autonomous Mobility-On-Demand System: A Multi-Agent Reinforcement Learning Approach
  30 Jul 2023 0 repositories listed
• An Automata-Theoretic Approach to Synthesizing Binarized Neural Networks
  29 Jul 2023 0 repositories listed
• Holistic Survey of Privacy and Fairness in Machine Learning
  28 Jul 2023 0 repositories listed
• Sources of Opacity in Computer Systems: Towards a Comprehensive Taxonomy
  26 Jul 2023 0 repositories listed
• A short review of the main concerns in A.I. development and application within the public sector supported by NLP and TM
  25 Jul 2023 0 repositories listed
• Explainable Disparity Compensation for Efficient Fair Ranking
  25 Jul 2023 0 repositories listed
• Scaff-PD: Communication Efficient Fair and Robust Federated Learning
  25 Jul 2023 0 repositories listed
• The Double-Edged Sword of Big Data and Information Technology for the Disadvantaged: A Cautionary Tale from Open Banking
  25 Jul 2023 0 repositories listed
• Towards an AI Accountability Policy
  25 Jul 2023 0 repositories listed
• Consensus-based Participatory Budgeting for Legitimacy: Decision Support via Multi-agent Reinforcement Learning
  24 Jul 2023 0 repositories listed
• On The Role of Reasoning in the Identification of Subtle Stereotypes in Natural Language
  24 Jul 2023 0 repositories listed
• Towards Bridging the FL Performance-Explainability Trade-Off: A Trustworthy 6G RAN Slicing Use-Case
  24 Jul 2023 0 repositories listed
• A Video-based Detector for Suspicious Activity in Examination with OpenPose
  21 Jul 2023 0 repositories listed
• On the Vulnerability of Fairness Constrained Learning to Malicious Noise
  21 Jul 2023 0 repositories listed
• Towards Better Fairness-Utility Trade-off: A Comprehensive Measurement-Based Reinforcement Learning Framework
  21 Jul 2023 0 repositories listed
• Challenges and Solutions in AI for All
  20 Jul 2023 0 repositories listed
• Decentralized Smart Charging of Large-Scale EVs using Adaptive Multi-Agent Multi-Armed Bandits
  20 Jul 2023 0 repositories listed
• FairMobi-Net: A Fairness-aware Deep Learning Model for Urban Mobility Flow Generation
  20 Jul 2023 0 repositories listed
• Fairness-Aware Client Selection for Federated Learning
  20 Jul 2023 0 repositories listed
• Mitigating Voter Attribute Bias for Fair Opinion Aggregation
  20 Jul 2023 0 repositories listed
• Blockchain-Based Federated Learning: Incentivizing Data Sharing and Penalizing Dishonest Behavior
  19 Jul 2023 0 repositories listed
• Learner Referral for Cost-Effective Federated Learning Over Hierarchical IoT Networks
  19 Jul 2023 0 repositories listed

Syntology lines on 2 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 2026-09-28, 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.