Browse State-of-the-Art › Fairness › Papers, page 45

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 45 of 57: papers 4,401 to 4,500 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.

• Training BatchNorm Only in Neural Architecture Search and Beyond
  1 Dec 2021 0 repositories listed
• Human Imperceptible Attacks and Applications to Improve Fairness
  30 Nov 2021 0 repositories listed
• Robust and Provably Monotonic Networks
  30 Nov 2021 0 repositories listed Syntology 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples)
• Multi-objective Explanations of GNN Predictions
  29 Nov 2021 0 repositories listed
• Online Fair Revenue Maximizing Cake Division with Non-Contiguous Pieces in Adversarial Bandits
  29 Nov 2021 0 repositories listed
• Job Recommender Systems: A Review
  26 Nov 2021 0 repositories listed
• Identification of Bias Against People with Disabilities in Sentiment Analysis and Toxicity Detection Models
  25 Nov 2021 0 repositories listed
• Matching Learned Causal Effects of Neural Networks with Domain Priors
  24 Nov 2021 0 repositories listed
• Fairness for AUC via Feature Augmentation
  24 Nov 2021 0 repositories listed
• Algorithmic Fairness in Face Morphing Attack Detection
  23 Nov 2021 0 repositories listed
• RadFusion: Benchmarking Performance and Fairness for Multimodal Pulmonary Embolism Detection from CT and EHR
  23 Nov 2021 0 repositories listed
• End-to-end Learning for Fair Ranking Systems
  21 Nov 2021 0 repositories listed
• Post-processing Counterexample-guided Fairness Guarantees in Neural Networks
  21 Nov 2021 0 repositories listed
• Model-agnostic bias mitigation methods with regressor distribution control for Wasserstein-based fairness metrics
  19 Nov 2021 0 repositories listed
• Towards Measuring Fairness in Speech Recognition: Casual Conversations Dataset Transcriptions
  18 Nov 2021 0 repositories listed
• CONFAIR: Configurable and Interpretable Algorithmic Fairness
  17 Nov 2021 0 repositories listed
• Fairness Testing of Deep Image Classification with Adequacy Metrics
  17 Nov 2021 0 repositories listed
• Fair NLP Models with Differentially Private Text Encoders
  16 Nov 2021 0 repositories listed
• FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing
  16 Nov 2021 0 repositories listed
• Fairness-aware Online Price Discrimination with Nonparametric Demand Models
  16 Nov 2021 0 repositories listed
• Interpretable and Fair Boolean Rule Sets via Column Generation
  16 Nov 2021 0 repositories listed
• Legal Fairness Analysis via Treatment Effect Estimation
  16 Nov 2021 0 repositories listed
• Measuring Fairness of Text Classifiers via Prediction Sensitivity
  16 Nov 2021 0 repositories listed
• Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold
  16 Nov 2021 0 repositories listed
• Your fairness may vary: Pretrained language model fairness in toxic text classification
  16 Nov 2021 0 repositories listed
• Randomized Classifiers vs Human Decision-Makers: Trustworthy AI May Have to Act Randomly and Society Seems to Accept This
  15 Nov 2021 0 repositories listed
• What Should We Optimize in Participatory Budgeting? An Experimental Study
  14 Nov 2021 0 repositories listed
• A Practical guide on Explainable AI Techniques applied on Biomedical use case applications
  13 Nov 2021 0 repositories listed
• FairAutoML: Embracing Unfairness Mitigation in AutoML
  11 Nov 2021 0 repositories listed
• Fairness, Integrity, and Privacy in a Scalable Blockchain-based Federated Learning System
  11 Nov 2021 0 repositories listed
• Local Justice and the Algorithmic Allocation of Societal Resources
  10 Nov 2021 0 repositories listed
• Understanding and Mitigating Multi-Sided Exposure Bias in Recommender Systems
  10 Nov 2021 0 repositories listed
• Ethically aligned Deep Learning: Unbiased Facial Aesthetic Prediction
  9 Nov 2021 0 repositories listed
• Unified Group Fairness on Federated Learning
  9 Nov 2021 0 repositories listed
• Group-Aware Threshold Adaptation for Fair Classification
  8 Nov 2021 0 repositories listed
• Identifying Best Fair Intervention
  8 Nov 2021 0 repositories listed
• Information-Theoretic Bias Assessment Of Learned Representations Of Pretrained Face Recognition
  8 Nov 2021 0 repositories listed
• Proposing an Interactive Audit Pipeline for Visual Privacy Research
  7 Nov 2021 0 repositories listed
• Increasing Fairness in Predictions Using Bias Parity Score Based Loss Function Regularization
  5 Nov 2021 0 repositories listed
• Large Scale Diverse Combinatorial Optimization: ESPN Fantasy Football Player Trades
  4 Nov 2021 0 repositories listed
• Modeling Techniques for Machine Learning Fairness: A Survey
  4 Nov 2021 0 repositories listed
• Whistleblower protection in the digital age -- why 'anonymous' is not enough. From technology to a wider view of governance
  4 Nov 2021 0 repositories listed
• Exploring Explainable AI in the Financial Sector: Perspectives of Banks and Supervisory Authorities
  3 Nov 2021 0 repositories listed
• Towards Fairness-Aware Federated Learning
  2 Nov 2021 0 repositories listed
• Strategyproof and Proportionally Fair Facility Location
  2 Nov 2021 0 repositories listed
• Calibrating Explore-Exploit Trade-off for Fair Online Learning to Rank
  1 Nov 2021 0 repositories listed
• Can We Improve Model Robustness through Secondary Attribute Counterfactuals?
  1 Nov 2021 0 repositories listed
• Semi-automatic Triage of Requests for Free Legal Assistance
  1 Nov 2021 0 repositories listed
• Reproducibility as a Mechanism for Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence
  1 Nov 2021 0 repositories listed
• The Effect of Round-Trip Translation on Fairness in Sentiment Analysis
  1 Nov 2021 0 repositories listed
• Unintended Selection: Persistent Qualification Rate Disparities and Interventions
  1 Nov 2021 0 repositories listed
• Identifying and mitigating bias in algorithms used to manage patients in a pandemic
  30 Oct 2021 0 repositories listed
• A Pre-processing Method for Fairness in Ranking
  29 Oct 2021 0 repositories listed
• Measuring a Texts Fairness Dimensions Using Machine Learning Based on Social Psychological Factors
  29 Oct 2021 0 repositories listed
• Reinforced Workload Distribution Fairness
  29 Oct 2021 0 repositories listed
• The Golden Rule as a Heuristic to Measure the Fairness of Texts Using Machine Learning
  29 Oct 2021 0 repositories listed
• Fair Incentives for Repeated Engagement
  28 Oct 2021 0 repositories listed
• Hate Speech Classifiers Learn Human-Like Social Stereotypes
  28 Oct 2021 0 repositories listed
• On the Fairness of Machine-Assisted Human Decisions
  28 Oct 2021 0 repositories listed
• Two-sided fairness in rankings via Lorenz dominance
  28 Oct 2021 0 repositories listed
• Fairer LP-based Online Allocation via Analytic Center
  27 Oct 2021 0 repositories listed
• FedPrune: Towards Inclusive Federated Learning
  27 Oct 2021 0 repositories listed
• Sample Selection for Fair and Robust Training
  27 Oct 2021 0 repositories listed
• Managing Bias in Human-Annotated Data: Moving Beyond Bias Removal
  26 Oct 2021 0 repositories listed
• Unbiased Graph Embedding with Biased Graph Observations
  26 Oct 2021 0 repositories listed
• Fairness Degrading Adversarial Attacks Against Clustering Algorithms
  22 Oct 2021 0 repositories listed
• Fairness in Missing Data Imputation
  22 Oct 2021 0 repositories listed
• Learning to Recommend Using Non-Uniform Data
  21 Oct 2021 0 repositories listed
• Electricity Tariff Design via Lens of Energy Justice
  19 Oct 2021 0 repositories listed
• Collaboration Challenges in Building ML-Enabled Systems: Communication, Documentation, Engineering, and Process
  19 Oct 2021 0 repositories listed
• Don't Judge Me by My Face : An Indirect Adversarial Approach to Remove Sensitive Information From Multimodal Neural Representation in Asynchronous Job Video Interviews
  18 Oct 2021 0 repositories listed
• Dynamic Slimmable Denoising Network
  17 Oct 2021 0 repositories listed
• Poisoning Attacks on Fair Machine Learning
  17 Oct 2021 0 repositories listed
• GrowSpace: Learning How to Shape Plants
  15 Oct 2021 0 repositories listed
• Nothing Wasted: Full Contribution Enforcement in Federated Edge Learning
  15 Oct 2021 0 repositories listed
• Making Corgis Important for Honeycomb Classification: Adversarial Attacks on Concept-based Explainability Tools
  14 Oct 2021 0 repositories listed
• Logic Constraints to Feature Importances
  13 Oct 2021 0 repositories listed
• SAR-Net: A Scenario-Aware Ranking Network for Personalized Fair Recommendation in Hundreds of Travel Scenarios
  13 Oct 2021 0 repositories listed
• Deciding What's Fair: Challenges of Applying Reinforcement Learning in Online Marketplaces
  12 Oct 2021 0 repositories listed
• Zero-bias Deep Neural Network for Quickest RF Signal Surveillance
  12 Oct 2021 0 repositories listed
• Improving Gender Fairness of Pre-Trained Language Models without Catastrophic Forgetting
  11 Oct 2021 0 repositories listed
• Intriguing Properties of Input-dependent Randomized Smoothing
  11 Oct 2021 0 repositories listed
• Certifying Robustness to Programmable Data Bias in Decision Trees
  8 Oct 2021 0 repositories listed
• Fair Regression under Sample Selection Bias
  8 Oct 2021 0 repositories listed
• Measure Twice, Cut Once: Quantifying Bias and Fairness in Deep Neural Networks
  8 Oct 2021 0 repositories listed
• Automated Testing of AI Models
  7 Oct 2021 0 repositories listed
• Distributed Proximal Policy Optimization for Contention-Based Spectrum Access
  7 Oct 2021 0 repositories listed
• Predictability and Fairness in Load Aggregation and Operations of Virtual Power Plants
  6 Oct 2021 0 repositories listed
• A Deep Reinforcement Learning Framework for Contention-Based Spectrum Sharing
  5 Oct 2021 0 repositories listed
• Federating for Learning Group Fair Models
  5 Oct 2021 0 repositories listed
• An Empirical Investigation of Learning from Biased Toxicity Labels
  4 Oct 2021 0 repositories listed
• Efficiency, Fairness, and Stability in Non-Commercial Peer-to-Peer Ridesharing
  4 Oct 2021 0 repositories listed
• Fairness and underspecification in acoustic scene classification: The case for disaggregated evaluations
  4 Oct 2021 0 repositories listed
• Investigating Fairness of Ocular Biometrics Among Young, Middle-Aged, and Older Adults
  4 Oct 2021 0 repositories listed
• Trustworthy AI: From Principles to Practices
  4 Oct 2021 0 repositories listed
• FairMask: Better Fairness via Model-based Rebalancing of Protected Attributes
  3 Oct 2021 0 repositories listed
• Consider the Alternatives: Navigating Fairness-Accuracy Tradeoffs via Disqualification
  2 Oct 2021 0 repositories listed
• FairFed: Enabling Group Fairness in Federated Learning
  2 Oct 2021 0 repositories listed
• Algorithm Fairness in AI for Medicine and Healthcare
  1 Oct 2021 0 repositories listed
• Evaluating the fairness of fine-tuning strategies in self-supervised learning
  1 Oct 2021 0 repositories listed

Syntology lines on 1 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.