Browse State-of-the-Art › Fairness › Papers, page 39

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 39 of 57: papers 3,801 to 3,900 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.

• ComplAI: Theory of A Unified Framework for Multi-factor Assessment of Black-Box Supervised Machine Learning Models
  30 Dec 2022 0 repositories listed
• Detection of Groups with Biased Representation in Ranking
  30 Dec 2022 0 repositories listed
• Cluster-level Group Representativity Fairness in k-means Clustering
  29 Dec 2022 0 repositories listed
• Political representation bias in DBpedia and Wikidata as a challenge for downstream processing
  29 Dec 2022 0 repositories listed
• Properties of Group Fairness Metrics for Rankings
  29 Dec 2022 0 repositories listed
• Near-Optimal Algorithms for Group Distributionally Robust Optimization and Beyond
  28 Dec 2022 0 repositories listed
• Hierarchical Deep Reinforcement Learning for Age-of-Information Minimization in IRS-aided and Wireless-powered Wireless Networks
  27 Dec 2022 0 repositories listed
• Bias Mitigation Framework for Intersectional Subgroups in Neural Networks
  26 Dec 2022 0 repositories listed
• A Comprehensive Study of Gender Bias in Chemical Named Entity Recognition Models
  24 Dec 2022 0 repositories listed
• Recommending on graphs: a comprehensive review from a data perspective
  23 Dec 2022 0 repositories listed
• Stochastic Methods for AUC Optimization subject to AUC-based Fairness Constraints
  23 Dec 2022 0 repositories listed
• Graph Learning with Localized Neighborhood Fairness
  22 Dec 2022 0 repositories listed
• A Seven-Layer Model for Standardising AI Fairness Assessment
  21 Dec 2022 0 repositories listed
• ChatGPT: The End of Online Exam Integrity?
  19 Dec 2022 0 repositories listed
• Quantifying fairness and discrimination in predictive models
  19 Dec 2022 0 repositories listed
• Stochastic Inexact Augmented Lagrangian Method for Nonconvex Expectation Constrained Optimization
  19 Dec 2022 0 repositories listed
• A Review of Speech-centric Trustworthy Machine Learning: Privacy, Safety, and Fairness
  18 Dec 2022 0 repositories listed
• AutoSlicer: Scalable Automated Data Slicing for ML Model Analysis
  18 Dec 2022 0 repositories listed
• Provable Fairness for Neural Network Models using Formal Verification
  16 Dec 2022 0 repositories listed
• Manifestations of Xenophobia in AI Systems
  15 Dec 2022 0 repositories listed
• Tensions Between the Proxies of Human Values in AI
  14 Dec 2022 0 repositories listed
• Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting
  13 Dec 2022 0 repositories listed
• FairRoad: Achieving Fairness for Recommender Systems with Optimized Antidote Data
  13 Dec 2022 0 repositories listed
• Model-Free Approach to Fair Solar PV Curtailment Using Reinforcement Learning
  13 Dec 2022 0 repositories listed
• On Text-based Personality Computing: Challenges and Future Directions
  13 Dec 2022 0 repositories listed
• Simplicity Bias Leads to Amplified Performance Disparities
  13 Dec 2022 0 repositories listed
• Regulating Gatekeeper AI and Data: Transparency, Access, and Fairness under the DMA, the GDPR, and beyond
  9 Dec 2022 0 repositories listed
• A Characterization of Maximum Nash Welfare for Indivisible Goods
  8 Dec 2022 0 repositories listed
• Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning
  7 Dec 2022 0 repositories listed
• Pareto Pairwise Ranking for Fairness Enhancement of Recommender Systems
  6 Dec 2022 0 repositories listed
• Breaking the Spurious Causality of Conditional Generation via Fairness Intervention with Corrective Sampling
  5 Dec 2022 0 repositories listed
• Can Ensembling Pre-processing Algorithms Lead to Better Machine Learning Fairness?
  5 Dec 2022 0 repositories listed
• Differentiated Federated Reinforcement Learning Based Traffic Offloading on Space-Air-Ground Integrated Networks
  5 Dec 2022 0 repositories listed
• Can Evolutionary Clustering Have Theoretical Guarantees?
  4 Dec 2022 0 repositories listed
• Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results
  4 Dec 2022 0 repositories listed
• Fairness in Multi-Agent Planning
  1 Dec 2022 0 repositories listed
• Learning Antidote Data to Individual Unfairness
  29 Nov 2022 0 repositories listed
• Malign Overfitting: Interpolation Can Provably Preclude Invariance
  28 Nov 2022 0 repositories listed
• A Data-driven Pricing Scheme for Optimal Routing through Artificial Currencies
  27 Nov 2022 0 repositories listed
• UAV-Assisted Space-Air-Ground Integrated Networks: A Technical Review of Recent Learning Algorithms
  27 Nov 2022 0 repositories listed
• The Impact of Racial Distribution in Training Data on Face Recognition Bias: A Closer Look
  26 Nov 2022 0 repositories listed
• A Moral- and Event- Centric Inspection of Gender Bias in Fairy Tales at A Large Scale
  25 Nov 2022 0 repositories listed
• Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome Homogenization?
  25 Nov 2022 0 repositories listed Syntology 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; the one sample that ran constructed an object rather than computing a result (of 2 harvested samples)
• The European AI Liability Directives -- Critique of a Half-Hearted Approach and Lessons for the Future
  25 Nov 2022 0 repositories listed
• Explainable Artificial Intelligence (XAI) from a user perspective- A synthesis of prior literature and problematizing avenues for future research
  24 Nov 2022 0 repositories listed
• Multi-Job Intelligent Scheduling with Cross-Device Federated Learning
  24 Nov 2022 0 repositories listed
• Fairly Allocating Utility in Constrained Multiwinner Elections
  23 Nov 2022 0 repositories listed
• Joint Design of Power Control and Access Point Scheduling for Uplink Cell-Free Massive MIMO Networks
  23 Nov 2022 0 repositories listed
• On the Complexity of Finding a Diverse and Representative Committee using a Monotone, Separable Positional Multiwinner Voting Rule
  23 Nov 2022 0 repositories listed
• Reinforcement learning for traffic signal control in hybrid action space
  23 Nov 2022 0 repositories listed
• Vertical Federated Learning: Concepts, Advances and Challenges
  23 Nov 2022 0 repositories listed
• A Reinforcement Learning Approach to Optimize Available Network Bandwidth Utilization
  22 Nov 2022 0 repositories listed
• Causal Fairness Assessment of Treatment Allocation with Electronic Health Records
  21 Nov 2022 0 repositories listed
• Cultural Re-contextualization of Fairness Research in Language Technologies in India
  21 Nov 2022 0 repositories listed
• Equality of Effort via Algorithmic Recourse
  21 Nov 2022 0 repositories listed
• Fairness Increases Adversarial Vulnerability
  21 Nov 2022 0 repositories listed
• A survey on knowledge-enhanced multimodal learning
  19 Nov 2022 0 repositories listed
• On the Alignment of Group Fairness with Attribute Privacy
  18 Nov 2022 0 repositories listed
• Social Diversity Reduces the Complexity and Cost of Fostering Fairness
  18 Nov 2022 0 repositories listed
• Auditing Algorithmic Fairness in Machine Learning for Health with Severity-Based LOGAN
  16 Nov 2022 0 repositories listed
• Mitigating Frequency Bias in Next-Basket Recommendation via Deconfounders
  16 Nov 2022 0 repositories listed
• On Energy Efficiency and Fairness Maximization in RIS-Assisted MU-MISO mmWave Communications
  15 Nov 2022 0 repositories listed
• On Penalization in Stochastic Multi-armed Bandits
  15 Nov 2022 0 repositories listed
• Scalar Invariant Networks with Zero Bias
  15 Nov 2022 0 repositories listed
• A Survey on Preserving Fairness Guarantees in Changing Environments
  14 Nov 2022 0 repositories listed
• Assessing Uncertainty in Similarity Scoring: Performance & Fairness in Face Recognition
  14 Nov 2022 0 repositories listed
• Early Diagnosis of Chronic Obstructive Pulmonary Disease from Chest X-Rays using Transfer Learning and Fusion Strategies
  13 Nov 2022 0 repositories listed
• Long bet will lose: demystifying seemingly fair gambling via two-armed Futurity bandit
  12 Nov 2022 0 repositories listed
• Identifying, measuring, and mitigating individual unfairness for supervised learning models and application to credit risk models
  11 Nov 2022 0 repositories listed
• Practical Approaches for Fair Learning with Multitype and Multivariate Sensitive Attributes
  11 Nov 2022 0 repositories listed
• Casual Conversations v2: Designing a large consent-driven dataset to measure algorithmic bias and robustness
  10 Nov 2022 0 repositories listed
• Debiasing Methods for Fairer Neural Models in Vision and Language Research: A Survey
  10 Nov 2022 0 repositories listed
• Discrimination and Class Imbalance Aware Online Naive Bayes
  9 Nov 2022 0 repositories listed
• Bridging Fairness and Environmental Sustainability in Natural Language Processing
  8 Nov 2022 0 repositories listed
• Reinforcement Learning with Stepwise Fairness Constraints
  8 Nov 2022 0 repositories listed
• Towards Algorithmic Fairness in Space-Time: Filling in Black Holes
  8 Nov 2022 0 repositories listed
• Predicting Treatment Adherence of Tuberculosis Patients at Scale
  5 Nov 2022 0 repositories listed
• Fairness-aware Regression Robust to Adversarial Attacks
  4 Nov 2022 0 repositories listed
• Uncertainty-aware predictive modeling for fair data-driven decisions
  4 Nov 2022 0 repositories listed
• Can Querying for Bias Leak Protected Attributes? Achieving Privacy With Smooth Sensitivity
  3 Nov 2022 0 repositories listed
• Client Selection in Federated Learning: Principles, Challenges, and Opportunities
  3 Nov 2022 0 repositories listed
• Fair and Efficient Distributed Edge Learning with Hybrid Multipath TCP
  3 Nov 2022 0 repositories listed
• Fairness in Federated Learning via Core-Stability
  3 Nov 2022 0 repositories listed
• Making Machine Learning Datasets and Models FAIR for HPC: A Methodology and Case Study
  3 Nov 2022 0 repositories listed
• Fair Visual Recognition via Intervention with Proxy Features
  2 Nov 2022 0 repositories listed
• Stability of clinical prediction models developed using statistical or machine learning methods
  2 Nov 2022 0 repositories listed
• Collaborative Honeypot Defense in UAV Networks: A Learning-Based Game Approach
  29 Oct 2022 0 repositories listed
• Addressing Bias in Face Detectors using Decentralised Data collection with incentives
  28 Oct 2022 0 repositories listed
• Mitigating Health Disparities in EHR via Deconfounder
  28 Oct 2022 0 repositories listed
• FairCLIP: Social Bias Elimination based on Attribute Prototype Learning and Representation Neutralization
  26 Oct 2022 0 repositories listed
• Simultaneous Improvement of ML Model Fairness and Performance by Identifying Bias in Data
  24 Oct 2022 0 repositories listed
• Abstract Interpretation-Based Feature Importance for SVMs
  22 Oct 2022 0 repositories listed
• Trustworthy Human Computation: A Survey
  22 Oct 2022 0 repositories listed
• How fair were COVID-19 restriction decisions? A data-driven investigation of England using the dominance-based rough sets approach
  21 Oct 2022 0 repositories listed
• Contextual bandits with concave rewards, and an application to fair ranking
  18 Oct 2022 0 repositories listed
• Electricity grid tariffs for electrification in households: Bridging the gap between cross-subsidies and fairness
  18 Oct 2022 0 repositories listed
• Towards Fair Classification against Poisoning Attacks
  18 Oct 2022 0 repositories listed
• Evaluating Search System Explainability with Psychometrics and Crowdsourcing
  17 Oct 2022 0 repositories listed
• Loss Minimization through the Lens of Outcome Indistinguishability
  16 Oct 2022 0 repositories listed
• AI-powered mechanisms as judges: Breaking ties in chess
  15 Oct 2022 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.