Browse State-of-the-Art › Fairness › Papers, page 36

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 36 of 57: papers 3,501 to 3,600 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.

• The Flawed Foundations of Fair Machine Learning
  2 Jun 2023 0 repositories listed
• A Survey on Fairness-aware Recommender Systems
  1 Jun 2023 0 repositories listed
• Achieving Fairness in Multi-Agent Markov Decision Processes Using Reinforcement Learning
  1 Jun 2023 0 repositories listed
• Survey of Trustworthy AI: A Meta Decision of AI
  1 Jun 2023 0 repositories listed
• Cooperative IoT Data Sharing with Heterogeneity of Participants Based on Electricity Retail
  31 May 2023 0 repositories listed
• Doubly Constrained Fair Clustering
  31 May 2023 0 repositories listed
• Towards Fair Disentangled Online Learning for Changing Environments
  31 May 2023 0 repositories listed
• Adapting Fairness Interventions to Missing Values
  30 May 2023 0 repositories listed
• Disentangling and Operationalizing AI Fairness at LinkedIn
  30 May 2023 0 repositories listed
• Examining risks of racial biases in NLP tools for child protective services
  30 May 2023 0 repositories listed
• FRAMM: Fair Ranking with Missing Modalities for Clinical Trial Site Selection
  30 May 2023 0 repositories listed
• Pointwise Representational Similarity
  30 May 2023 0 repositories listed
• The Alternating-Time μ-Calculus With Disjunctive Explicit Strategies
  30 May 2023 0 repositories listed
• The Leximin Approach for a Sequence of Collective Decisions
  29 May 2023 0 repositories listed
• Monotonicity Anomalies in Scottish Local Government Elections
  28 May 2023 0 repositories listed
• Predictability and Fairness in Load Aggregation with Deadband
  28 May 2023 0 repositories listed
• Fair Clustering via Hierarchical Fair-Dirichlet Process
  27 May 2023 0 repositories listed
• Moral Machine or Tyranny of the Majority?
  27 May 2023 0 repositories listed
• FARA: Future-aware Ranking Algorithm for Fairness Optimization
  26 May 2023 0 repositories listed
• Rethinking Certification for Trustworthy Machine Learning-Based Applications
  26 May 2023 0 repositories listed
• FairDP: Certified Fairness with Differential Privacy
  25 May 2023 0 repositories listed
• Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments
  25 May 2023 0 repositories listed
• GFairHint: Improving Individual Fairness for Graph Neural Networks via Fairness Hint
  25 May 2023 0 repositories listed
• Monitoring Algorithmic Fairness
  25 May 2023 0 repositories listed
• Small Total-Cost Constraints in Contextual Bandits with Knapsacks, with Application to Fairness
  25 May 2023 0 repositories listed
• A Trip Towards Fairness: Bias and De-Biasing in Large Language Models
  23 May 2023 0 repositories listed
• Curse of "Low" Dimensionality in Recommender Systems
  23 May 2023 0 repositories listed
• Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models
  23 May 2023 0 repositories listed
• Fair Differentially Private Federated Learning Framework
  23 May 2023 0 repositories listed
• Fair Oversampling Technique using Heterogeneous Clusters
  23 May 2023 0 repositories listed
• FITNESS: A Causal De-correlation Approach for Mitigating Bias in Machine Learning Software
  23 May 2023 0 repositories listed
• Mitigating fairwashing using Two-Source Audits
  23 May 2023 0 repositories listed
• Causality-Aided Trade-off Analysis for Machine Learning Fairness
  22 May 2023 0 repositories listed
• Evaluating the Impact of Social Determinants on Health Prediction in the Intensive Care Unit
  22 May 2023 0 repositories listed
• Transferring Fairness using Multi-Task Learning with Limited Demographic Information
  22 May 2023 0 repositories listed
• On Bias and Fairness in NLP: Investigating the Impact of Bias and Debiasing in Language Models on the Fairness of Toxicity Detection
  22 May 2023 0 repositories listed
• Fair Without Leveling Down: A New Intersectional Fairness Definition
  21 May 2023 0 repositories listed
• On the Limitations of Simulating Active Learning
  21 May 2023 0 repositories listed
• Model Debiasing via Gradient-based Explanation on Representation
  20 May 2023 0 repositories listed
• Comparing Software Developers with ChatGPT: An Empirical Investigation
  19 May 2023 0 repositories listed
• Latent Imitator: Generating Natural Individual Discriminatory Instances for Black-Box Fairness Testing
  19 May 2023 0 repositories listed
• On the Fairness Impacts of Private Ensembles Models
  19 May 2023 0 repositories listed
• Trustworthy Federated Learning: A Survey
  19 May 2023 0 repositories listed
• Comparing Biases and the Impact of Multilingual Training across Multiple Languages
  18 May 2023 0 repositories listed
• Prevention is better than cure: a case study of the abnormalities detection in the chest
  18 May 2023 0 repositories listed
• "I'm fully who I am": Towards Centering Transgender and Non-Binary Voices to Measure Biases in Open Language Generation
  17 May 2023 0 repositories listed
• Consensus and Subjectivity of Skin Tone Annotation for ML Fairness
  16 May 2023 0 repositories listed
• Consumer-side Fairness in Recommender Systems: A Systematic Survey of Methods and Evaluation
  16 May 2023 0 repositories listed
• Fairness and Diversity in Information Access Systems
  16 May 2023 0 repositories listed
• What's the Problem, Linda? The Conjunction Fallacy as a Fairness Problem
  16 May 2023 0 repositories listed
• Attention-based QoE-aware Digital Twin Empowered Edge Computing for Immersive Virtual Reality
  15 May 2023 0 repositories listed
• Data Bias Management
  15 May 2023 0 repositories listed
• Private Training Set Inspection in MLaaS
  15 May 2023 0 repositories listed
• Rate-Splitting Multiple Access: The First Prototype and Experimental Validation of its Superiority over SDMA and NOMA
  12 May 2023 0 repositories listed
• Learn to Unlearn: A Survey on Machine Unlearning
  12 May 2023 0 repositories listed
• Parameterized Approximation for Robust Clustering in Discrete Geometric Spaces
  12 May 2023 0 repositories listed
• A statistical approach to detect sensitive features in a group fairness setting
  11 May 2023 0 repositories listed
• A Survey on Intersectional Fairness in Machine Learning: Notions, Mitigation, and Challenges
  11 May 2023 0 repositories listed
• Fairness in Machine Learning meets with Equity in Healthcare
  11 May 2023 0 repositories listed
• Exploring the Landscape of Machine Unlearning: A Comprehensive Survey and Taxonomy
  10 May 2023 0 repositories listed
• GPT in Game Theory Experiments
  9 May 2023 0 repositories listed
• Towards unraveling calibration biases in medical image analysis
  9 May 2023 0 repositories listed
• First-Choice Maximality Meets Ex-ante and Ex-post Fairness
  8 May 2023 0 repositories listed
• MO-DEHB: Evolutionary-based Hyperband for Multi-Objective Optimization
  8 May 2023 0 repositories listed
• Runtime Monitoring of Dynamic Fairness Properties
  8 May 2023 0 repositories listed
• Rethinking Class Imbalance in Machine Learning
  6 May 2023 0 repositories listed
• A Comprehensive Study on Dataset Distillation: Performance, Privacy, Robustness and Fairness
  5 May 2023 0 repositories listed
• Algorithmic Unfairness through the Lens of EU Non-Discrimination Law: Or Why the Law is not a Decision Tree
  5 May 2023 0 repositories listed
• Deep Learning Aided Beamforming for Downlink Non-Orthogonal Multiple Access Systems
  4 May 2023 0 repositories listed
• Distributing Synergy Functions: Unifying Game-Theoretic Interaction Methods for Machine-Learning Explainability
  4 May 2023 0 repositories listed
• Integrating Psychometrics and Computing Perspectives on Bias and Fairness in Affective Computing: A Case Study of Automated Video Interviews
  4 May 2023 0 repositories listed
• MLHOps: Machine Learning for Healthcare Operations
  4 May 2023 0 repositories listed
• Recent Advances in the Foundations and Applications of Unbiased Learning to Rank
  4 May 2023 0 repositories listed
• Explaining Language Models' Predictions with High-Impact Concepts
  3 May 2023 0 repositories listed
• fairml: A Statistician's Take on Fair Machine Learning Modelling
  3 May 2023 0 repositories listed
• Fairness in AI Systems: Mitigating gender bias from language-vision models
  3 May 2023 0 repositories listed
• Are demographically invariant models and representations in medical imaging fair?
  2 May 2023 0 repositories listed
• Connecting the Dots in Trustworthy Artificial Intelligence: From AI Principles, Ethics, and Key Requirements to Responsible AI Systems and Regulation
  2 May 2023 0 repositories listed
• Fairness and representation in satellite-based poverty maps: Evidence of urban-rural disparities and their impacts on downstream policy
  2 May 2023 0 repositories listed
• Multidimensional Fairness in Paper Recommendation
  2 May 2023 0 repositories listed
• On the Impact of Data Quality on Image Classification Fairness
  2 May 2023 0 repositories listed
• Learning to Re-rank with Constrained Meta-Optimal Transport
  29 Apr 2023 0 repositories listed
• Optimizing Privacy, Utility and Efficiency in Constrained Multi-Objective Federated Learning
  29 Apr 2023 0 repositories listed
• Visualizing chest X-ray dataset biases using GANs
  29 Apr 2023 0 repositories listed
• A Federated Reinforcement Learning Framework for Link Activation in Multi-link Wi-Fi Networks
  28 Apr 2023 0 repositories listed
• How to address monotonicity for model risk management?
  28 Apr 2023 0 repositories listed
• Social Preferences and Deliberately Stochastic Behavior
  28 Apr 2023 0 repositories listed
• Fairness Uncertainty Quantification: How certain are you that the model is fair?
  27 Apr 2023 0 repositories listed
• Oversampling Higher-Performing Minorities During Machine Learning Model Training Reduces Adverse Impact Slightly but Also Reduces Model Accuracy
  27 Apr 2023 0 repositories listed
• Proportionally Representative Clustering
  27 Apr 2023 0 repositories listed
• Why not both? Complementing explanations with uncertainty, and the role of self-confidence in Human-AI collaboration
  27 Apr 2023 0 repositories listed
• Towards clinical AI fairness: A translational perspective
  26 Apr 2023 0 repositories listed
• Combining Adversaries with Anti-adversaries in Training
  25 Apr 2023 0 repositories listed
• Fairness and Bias in Truth Discovery Algorithms: An Experimental Analysis
  25 Apr 2023 0 repositories listed
• AGI: Artificial General Intelligence for Education
  24 Apr 2023 0 repositories listed
• ExCalibR: Expected Calibration of Recommendations
  24 Apr 2023 0 repositories listed
• Rapidly time-varying reconfigurable intelligent surfaces for downlink multiuser transmissions
  24 Apr 2023 0 repositories listed
• A Conceptual Algorithm for Applying Ethical Principles of AI to Medical Practice
  23 Apr 2023 0 repositories listed
• On the Independence of Association Bias and Empirical Fairness in Language Models
  20 Apr 2023 0 repositories listed
• ACROCPoLis: A Descriptive Framework for Making Sense of Fairness
  19 Apr 2023 0 repositories listed