Browse State-of-the-Art › Fairness › Papers, page 42

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 42 of 57: papers 4,101 to 4,200 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.

• Multi-Objective Hyperparameter Optimization in Machine Learning -- An Overview
  15 Jun 2022 0 repositories listed
• Causal Discovery for Fairness
  14 Jun 2022 0 repositories listed
• Measuring Representational Harms in Image Captioning
  14 Jun 2022 0 repositories listed
• Learning Feature Disentanglement and Dynamic Fusion for Recaptured Image Forensic
  13 Jun 2022 0 repositories listed
• A Machine Learning Model for Predicting, Diagnosing, and Mitigating Health Disparities in Hospital Readmission
  13 Jun 2022 0 repositories listed
• Moving towards FAIR practices in epidemiological research
  13 Jun 2022 0 repositories listed
• Individually Fair Learning with One-Sided Feedback
  9 Jun 2022 0 repositories listed
• A Survey on the Fairness of Recommender Systems
  8 Jun 2022 0 repositories listed
• Challenges in Applying Explainability Methods to Improve the Fairness of NLP Models
  8 Jun 2022 0 repositories listed
• Efficient Resource Allocation with Fairness Constraints in Restless Multi-Armed Bandits
  8 Jun 2022 0 repositories listed
• How unfair is private learning ?
  8 Jun 2022 0 repositories listed
• What-is and How-to for Fairness in Machine Learning: A Survey, Reflection, and Perspective
  8 Jun 2022 0 repositories listed
• Group privacy for personalized federated learning
  7 Jun 2022 0 repositories listed
• Recent Advances in Bayesian Optimization
  7 Jun 2022 0 repositories listed
• A Human-Centric Take on Model Monitoring
  6 Jun 2022 0 repositories listed
• FIFA: Making Fairness More Generalizable in Classifiers Trained on Imbalanced Data
  6 Jun 2022 0 repositories listed
• Towards Responsible AI for Financial Transactions
  6 Jun 2022 0 repositories listed
• (Im)possibility of Collective Intelligence
  5 Jun 2022 0 repositories listed
• Fair Classification via Transformer Neural Networks: Case Study of an Educational Domain
  3 Jun 2022 0 repositories listed
• The Algorithmic Imprint
  3 Jun 2022 0 repositories listed
• Improving Fairness in Large-Scale Object Recognition by CrowdSourced Demographic Information
  2 Jun 2022 0 repositories listed
• FETA: Fairness Enforced Verifying, Training, and Predicting Algorithms for Neural Networks
  1 Jun 2022 0 repositories listed
• Towards Responsible AI: A Design Space Exploration of Human-Centered Artificial Intelligence User Interfaces to Investigate Fairness
  1 Jun 2022 0 repositories listed
• Transparency and Explainability of a Machine Learning Model in the Context of Human Resource Management
  1 Jun 2022 0 repositories listed
• Use of a Citizen Science Platform for the Creation of a Language Resource to Study Bias in Language Models for French: A Case Study
  1 Jun 2022 0 repositories listed
• Bias-inducing geometries: an exactly solvable data model with fairness implications
  31 May 2022 0 repositories listed
• To the Fairness Frontier and Beyond: Identifying, Quantifying, and Optimizing the Fairness-Accuracy Pareto Frontier
  31 May 2022 0 repositories listed
• Variable importance without impossible data
  31 May 2022 0 repositories listed
• Most Equitable Voting Rules
  30 May 2022 0 repositories listed
• Random Rank: The One and Only Strategyproof and Proportionally Fair Randomized Facility Location Mechanism
  30 May 2022 0 repositories listed
• Towards Fair Federated Recommendation Learning: Characterizing the Inter-Dependence of System and Data Heterogeneity
  30 May 2022 0 repositories listed
• Fair Labeled Clustering
  28 May 2022 0 repositories listed
• Optimal Decision Diagrams for Classification
  28 May 2022 0 repositories listed
• Counterfactual Fairness with Partially Known Causal Graph
  27 May 2022 0 repositories listed
• Fairness and Welfare Quantification for Regret in Multi-Armed Bandits
  27 May 2022 0 repositories listed
• Generalized Reductions: Making any Hierarchical Clustering Fair and Balanced with Low Cost
  27 May 2022 0 repositories listed
• Subverting machines, fluctuating identities: Re-learning human categorization
  27 May 2022 0 repositories listed
• A Fair Federated Learning Framework With Reinforcement Learning
  26 May 2022 0 repositories listed
• Cali3F: Calibrated Fast Fair Federated Recommendation System
  26 May 2022 0 repositories listed
• Fair Representation Learning through Implicit Path Alignment
  26 May 2022 0 repositories listed
• Fairness in Recommendation: Foundations, Methods and Applications
  26 May 2022 0 repositories listed
• Bias in Machine Learning Models Can Be Significantly Mitigated by Careful Training: Evidence from Neuroimaging Studies
  26 May 2022 0 repositories listed
• Helpfulness and Fairness of Task-Oriented Dialogue Systems
  25 May 2022 0 repositories listed
• Beyond Impossibility: Balancing Sufficiency, Separation and Accuracy
  24 May 2022 0 repositories listed
• Bias Discovery in Machine Learning Models for Mental Health
  24 May 2022 0 repositories listed
• Toward Understanding Bias Correlations for Mitigation in NLP
  24 May 2022 0 repositories listed
• Multi-objective Optimization of Clustering-based Scheduling for Multi-workflow On Clouds Considering Fairness
  23 May 2022 0 repositories listed
• PrivFairFL: Privacy-Preserving Group Fairness in Federated Learning
  23 May 2022 0 repositories listed
• Why does Throwing Away Data Improve Worst-Group Error?
  23 May 2022 0 repositories listed
• Addressing Strategic Manipulation Disparities in Fair Classification
  22 May 2022 0 repositories listed
• Data-driven, Internet-inspired, and Scalable EV Charging for Power Distribution Grid
  22 May 2022 0 repositories listed
• Responsible Artificial Intelligence -- from Principles to Practice
  22 May 2022 0 repositories listed
• Theoretically Accurate Regularization Technique for Matrix Factorization based Recommender Systems
  21 May 2022 0 repositories listed
• Adaptive Fairness-Aware Online Meta-Learning for Changing Environments
  20 May 2022 0 repositories listed
• CertiFair: A Framework for Certified Global Fairness of Neural Networks
  20 May 2022 0 repositories listed
• Data-driven Distributed Control to Scale EV Integration into Power Grid
  20 May 2022 0 repositories listed
• E2FL: Equal and Equitable Federated Learning
  20 May 2022 0 repositories listed
• FairNorm: Fair and Fast Graph Neural Network Training
  20 May 2022 0 repositories listed
• FIND:Explainable Framework for Meta-learning
  20 May 2022 0 repositories listed
• Measuring algorithmic interpretability: A human-learning-based framework and the corresponding cognitive complexity score
  20 May 2022 0 repositories listed
• Survey on Fair Reinforcement Learning: Theory and Practice
  20 May 2022 0 repositories listed
• The Fairness of Credit Scoring Models
  20 May 2022 0 repositories listed
• What Is Fairness? On the Role of Protected Attributes and Fictitious Worlds
  19 May 2022 0 repositories listed
• Debiasing Neural Retrieval via In-batch Balancing Regularization
  18 May 2022 0 repositories listed
• Fair and Green Hyperparameter Optimization via Multi-objective and Multiple Information Source Bayesian Optimization
  18 May 2022 0 repositories listed
• Multi-disciplinary fairness considerations in machine learning for clinical trials
  18 May 2022 0 repositories listed
• The Fairness of Machine Learning in Insurance: New Rags for an Old Man?
  17 May 2022 0 repositories listed
• How Different Groups Prioritize Ethical Values for Responsible AI
  16 May 2022 0 repositories listed
• Pareto-Optimal Fairness-Utility Amortizations in Rankings with a DBN Exposure Model
  16 May 2022 0 repositories listed
• Trustworthy Graph Neural Networks: Aspects, Methods and Trends
  16 May 2022 0 repositories listed
• Fairness via Explanation Quality: Evaluating Disparities in the Quality of Post hoc Explanations
  15 May 2022 0 repositories listed
• Fairness and Explainability in Automatic Decision-Making Systems. A challenge for computer science and law
  14 May 2022 0 repositories listed
• Comparison of attention models and post-hoc explanation methods for embryo stage identification: a case study
  13 May 2022 0 repositories listed
• Exploring How Machine Learning Practitioners (Try To) Use Fairness Toolkits
  13 May 2022 0 repositories listed
• Learning Based User Scheduling in Reconfigurable Intelligent Surface Assisted Multiuser Downlink
  12 May 2022 0 repositories listed
• Bias and Fairness on Multimodal Emotion Detection Algorithms
  11 May 2022 0 repositories listed
• Is calibration a fairness requirement? An argument from the point of view of moral philosophy and decision theory
  11 May 2022 0 repositories listed
• "There Is Not Enough Information": On the Effects of Explanations on Perceptions of Informational Fairness and Trustworthiness in Automated Decision-Making
  11 May 2022 0 repositories listed
• Risk Preferences of Learning Algorithms
  10 May 2022 0 repositories listed
• A Transparency Index Framework for AI in Education
  9 May 2022 0 repositories listed
• Evaluating the Fairness Impact of Differentially Private Synthetic Data
  9 May 2022 0 repositories listed
• A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges
  8 May 2022 0 repositories listed
• Towards Racially Unbiased Skin Tone Estimation via Scene Disambiguation
  8 May 2022 0 repositories listed
• Rethinking Fairness: An Interdisciplinary Survey of Critiques of Hegemonic ML Fairness Approaches
  6 May 2022 0 repositories listed
• The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations
  6 May 2022 0 repositories listed
• On Disentangled and Locally Fair Representations
  5 May 2022 0 repositories listed
• Subverting Fair Image Search with Generative Adversarial Perturbations
  5 May 2022 0 repositories listed
• Equity and Fairness of Bayesian Knowledge Tracing
  4 May 2022 0 repositories listed
• Exploring Rawlsian Fairness for K-Means Clustering
  4 May 2022 0 repositories listed
• Controlled Mobility for C-V2X Road Safety Reception Optimization
  3 May 2022 0 repositories listed
• A Novel Approach to Fairness in Automated Decision-Making using Affective Normalization
  2 May 2022 0 repositories listed
• Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts
  1 May 2022 0 repositories listed
• Domain Adaptation meets Individual Fairness. And they get along
  1 May 2022 0 repositories listed
• Open-domain Dialogue Generation: What We Can Do, Cannot Do, And Should Do Next
  1 May 2022 0 repositories listed
• You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual Settings
  1 May 2022 0 repositories listed
• Fair Feature Subset Selection using Multiobjective Genetic Algorithm
  30 Apr 2022 0 repositories listed
• FairSR: Fairness-aware Sequential Recommendation through Multi-Task Learning with Preference Graph Embeddings
  30 Apr 2022 0 repositories listed
• A Human-Centric Perspective on Fairness and Transparency in Algorithmic Decision-Making
  29 Apr 2022 0 repositories listed
• Improving the Deferred Acceptance with Minimal Compromise
  29 Apr 2022 0 repositories listed
• Justice in Misinformation Detection Systems: An Analysis of Algorithms, Stakeholders, and Potential Harms
  28 Apr 2022 0 repositories listed