Browse State-of-the-Art › Fairness › Papers, page 38

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 38 of 57: papers 3,701 to 3,800 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.

• Uncovering Bias in Face Generation Models
  22 Feb 2023 0 repositories listed
• FederatedTrust: A Solution for Trustworthy Federated Learning
  20 Feb 2023 0 repositories listed
• InOR-Net: Incremental 3D Object Recognition Network for Point Cloud Representation
  20 Feb 2023 0 repositories listed
• Towards Measuring and Scoring Speaker Diarization Fairness
  20 Feb 2023 0 repositories listed
• SimFair: A Unified Framework for Fairness-Aware Multi-Label Classification
  19 Feb 2023 0 repositories listed
• Fairly Predicting Graft Failure in Liver Transplant for Organ Assigning
  18 Feb 2023 0 repositories listed
• Improving Fairness in Adaptive Social Exergames via Shapley Bandits
  18 Feb 2023 0 repositories listed
• Complex QA and language models hybrid architectures, Survey
  17 Feb 2023 0 repositories listed
• Function Composition in Trustworthy Machine Learning: Implementation Choices, Insights, and Questions
  17 Feb 2023 0 repositories listed
• Learning with Impartiality to Walk on the Pareto Frontier of Fairness, Privacy, and Utility
  17 Feb 2023 0 repositories listed
• Measuring Equality in Machine Learning Security Defenses: A Case Study in Speech Recognition
  17 Feb 2023 0 repositories listed
• On (assessing) the fairness of risk score models
  17 Feb 2023 0 repositories listed
• The Unbearable Weight of Massive Privilege: Revisiting Bias-Variance Trade-Offs in the Context of Fair Prediction
  17 Feb 2023 0 repositories listed
• Welfare and Fairness Dynamics in Federated Learning: A Client Selection Perspective
  17 Feb 2023 0 repositories listed
• Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning
  16 Feb 2023 0 repositories listed
• Entity Aware Modelling: A Survey
  16 Feb 2023 0 repositories listed
• Fairly Adaptive Negative Sampling for Recommendations
  16 Feb 2023 0 repositories listed
• Group Fairness with Uncertainty in Sensitive Attributes
  16 Feb 2023 0 repositories listed
• Individual Fairness under Uncertainty
  16 Feb 2023 0 repositories listed
• Preventing Discriminatory Decision-making in Evolving Data Streams
  16 Feb 2023 0 repositories listed
• Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking
  16 Feb 2023 0 repositories listed
• Towards Reliable Assessments of Demographic Disparities in Multi-Label Image Classifiers
  16 Feb 2023 0 repositories listed
• Evaluating Trade-offs in Computer Vision Between Attribute Privacy, Fairness and Utility
  15 Feb 2023 0 repositories listed
• Swap Agnostic Learning, or Characterizing Omniprediction via Multicalibration
  13 Feb 2023 0 repositories listed
• Provable Detection of Propagating Sampling Bias in Prediction Models
  13 Feb 2023 0 repositories listed
• The Possibility of Fairness: Revisiting the Impossibility Theorem in Practice
  13 Feb 2023 0 repositories listed
• A Human-Centered Review of Algorithms in Decision-Making in Higher Education
  12 Feb 2023 0 repositories listed
• Multi-dimensional discrimination in Law and Machine Learning -- A comparative overview
  12 Feb 2023 0 repositories listed
• Pushing the Accuracy-Group Robustness Frontier with Introspective Self-play
  11 Feb 2023 0 repositories listed
• A Systematic Literature Review of Human-Centered, Ethical, and Responsible AI
  10 Feb 2023 0 repositories listed
• Designing Fairness in Autonomous Peer-to-peer Energy Trading
  9 Feb 2023 0 repositories listed
• On Fairness and Stability: Is Estimator Variance a Friend or a Foe?
  9 Feb 2023 0 repositories listed
• Towards Fairer and More Efficient Federated Learning via Multidimensional Personalized Edge Models
  9 Feb 2023 0 repositories listed
• Fairness in Matching under Uncertainty
  8 Feb 2023 0 repositories listed
• Machine Learning for Synthetic Data Generation: A Review
  8 Feb 2023 0 repositories listed
• Mitigating Bias in Visual Transformers via Targeted Alignment
  8 Feb 2023 0 repositories listed
• On the Richness of Calibration
  8 Feb 2023 0 repositories listed
• A conceptual model for leaving the data-centric approach in machine learning
  7 Feb 2023 0 repositories listed
• From Utilitarian to Rawlsian Designs for Algorithmic Fairness
  7 Feb 2023 0 repositories listed
• To Be Forgotten or To Be Fair: Unveiling Fairness Implications of Machine Unlearning Methods
  7 Feb 2023 0 repositories listed
• An Empirical Analysis of Fairness Notions under Differential Privacy
  6 Feb 2023 0 repositories listed
• Divide and Conquer: Towards Better Embedding-based Retrieval for Recommender Systems From a Multi-task Perspective
  6 Feb 2023 0 repositories listed
• Fair Minimum Representation Clustering
  6 Feb 2023 0 repositories listed
• Fair Spatial Indexing: A paradigm for Group Spatial Fairness
  5 Feb 2023 0 repositories listed
• Improving Fair Training under Correlation Shifts
  5 Feb 2023 0 repositories listed
• The Unfairness of Fair Machine Learning: Levelling down and strict egalitarianism by default
  5 Feb 2023 0 repositories listed
• Matrix Estimation for Individual Fairness
  4 Feb 2023 0 repositories listed
• Rating Sentiment Analysis Systems for Bias through a Causal Lens
  4 Feb 2023 0 repositories listed
• An Operational Perspective to Fairness Interventions: Where and How to Intervene
  3 Feb 2023 0 repositories listed
• Group Fairness in Non-monotone Submodular Maximization
  3 Feb 2023 0 repositories listed
• Hyper-parameter Tuning for Fair Classification without Sensitive Attribute Access
  2 Feb 2023 0 repositories listed
• Multivariate Systemic Risk Measures and Computation by Deep Learning Algorithms
  2 Feb 2023 0 repositories listed
• Out of Context: Investigating the Bias and Fairness Concerns of "Artificial Intelligence as a Service"
  2 Feb 2023 0 repositories listed
• Uncertainty in Fairness Assessment: Maintaining Stable Conclusions Despite Fluctuations
  2 Feb 2023 0 repositories listed
• Fairness-aware Cross-Domain Recommendation
  1 Feb 2023 0 repositories listed
• Mind the (optimality) Gap: A Gap-Aware Learning Rate Scheduler for Adversarial Nets
  31 Jan 2023 0 repositories listed
• Unraveling Privacy Risks of Individual Fairness in Graph Neural Networks
  30 Jan 2023 0 repositories listed
• Royal Processions: Incentives, Efficiency and Fairness in Two-sided Matching
  30 Jan 2023 0 repositories listed
• The Fair Value of Data Under Heterogeneous Privacy Constraints in Federated Learning
  30 Jan 2023 0 repositories listed
• Fair Decision-making Under Uncertainty
  29 Jan 2023 0 repositories listed
• Entropy-driven Fair and Effective Federated Learning
  29 Jan 2023 0 repositories listed
• Emerging Synergies in Causality and Deep Generative Models: A Survey
  29 Jan 2023 0 repositories listed
• Preserving Fairness in AI under Domain Shift
  29 Jan 2023 0 repositories listed
• Privacy and Bias Analysis of Disclosure Avoidance Systems
  28 Jan 2023 0 repositories listed
• Fair congested assignment problem
  28 Jan 2023 0 repositories listed
• Aleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions
  27 Jan 2023 0 repositories listed
• Learning from Mistakes: Self-Regularizing Hierarchical Representations in Point Cloud Semantic Segmentation
  26 Jan 2023 0 repositories listed
• Discriminative Entropy Clustering and its Relation to K-means and SVM
  26 Jan 2023 0 repositories listed
• Increasing Fairness via Combination with Learning Guarantees
  25 Jan 2023 0 repositories listed
• Transferable Fairness for Cold-Start Recommendation
  25 Jan 2023 0 repositories listed
• Explainable Deep Reinforcement Learning: State of the Art and Challenges
  24 Jan 2023 0 repositories listed
• Accelerating Fair Federated Learning: Adaptive Federated Adam
  23 Jan 2023 0 repositories listed
• Practical Adversarial Attacks Against AI-Driven Power Allocation in a Distributed MIMO Network
  23 Jan 2023 0 repositories listed
• Bayesian Hierarchical Models for Counterfactual Estimation
  21 Jan 2023 0 repositories listed
• From Pseudorandomness to Multi-Group Fairness and Back
  21 Jan 2023 0 repositories listed
• Causal Inference under Data Restrictions
  20 Jan 2023 0 repositories listed
• Within-group fairness: A guidance for more sound between-group fairness
  20 Jan 2023 0 repositories listed
• Enactive Artificial Intelligence: Subverting Gender Norms in Robot-Human Interaction
  17 Jan 2023 0 repositories listed
• Monotonicity for AI ethics and society: An empirical study of the monotonic neural additive model in criminology, education, health care, and finance
  17 Jan 2023 0 repositories listed
• Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees
  15 Jan 2023 0 repositories listed
• Reinforcement Learning for Protocol Synthesis in Resource-Constrained Wireless Sensor and IoT Networks
  14 Jan 2023 0 repositories listed
• Fairness and Sequential Decision Making: Limits, Lessons, and Opportunities
  13 Jan 2023 0 repositories listed
• Fair and skill-diverse student group formation via constrained k-way graph partitioning
  12 Jan 2023 0 repositories listed
• Fairly Private: Investigating The Fairness of Visual Privacy Preservation Algorithms
  12 Jan 2023 0 repositories listed
• Much Ado About Gender: Current Practices and Future Recommendations for Appropriate Gender-Aware Information Access
  12 Jan 2023 0 repositories listed
• SACDNet: Towards Early Type 2 Diabetes Prediction with Uncertainty for Electronic Health Records
  12 Jan 2023 0 repositories listed
• Proportional Fairness in Obnoxious Facility Location
  11 Jan 2023 0 repositories listed
• Sequential Fair Resource Allocation under a Markov Decision Process Framework
  10 Jan 2023 0 repositories listed
• A review of clustering models in educational data science towards fairness-aware learning
  9 Jan 2023 0 repositories listed
• Causal Inference for Recommendation: Foundations, Methods and Applications
  8 Jan 2023 0 repositories listed
• Fair Multi-Exit Framework for Facial Attribute Classification
  8 Jan 2023 0 repositories listed
• Max-Min Diversification with Fairness Constraints: Exact and Approximation Algorithms
  5 Jan 2023 0 repositories listed
• Attribute-Centric Compositional Text-to-Image Generation
  4 Jan 2023 0 repositories listed
• FATE in AI: Towards Algorithmic Inclusivity and Accessibility
  3 Jan 2023 0 repositories listed
• Graphical House Allocation
  3 Jan 2023 0 repositories listed
• Developing Responsible Chatbots for Financial Services: A Pattern-Oriented Responsible AI Engineering Approach
  3 Jan 2023 0 repositories listed
• Fairness Guaranteed and Auction-based x-haul and Cloud Resource Allocation in Multi-tenant O-RANs
  2 Jan 2023 0 repositories listed
• Fairness and Effectiveness in Federated Learning on Non-independent and Identically Distributed Data
  1 Jan 2023 0 repositories listed
• Improving Fairness in Facial Albedo Estimation via Visual-Textual Cues
  1 Jan 2023 0 repositories listed
• Towards Fairness-aware Adversarial Network Pruning
  1 Jan 2023 0 repositories listed