Browse State-of-the-Art › Fairness › Papers, page 37

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 37 of 57: papers 3,601 to 3,700 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.

• Long-Term Fairness with Unknown Dynamics
  19 Apr 2023 0 repositories listed
• Loss Minimization Yields Multicalibration for Large Neural Networks
  19 Apr 2023 0 repositories listed
• Generative models improve fairness of medical classifiers under distribution shifts
  18 Apr 2023 0 repositories listed
• Implementing Responsible AI: Tensions and Trade-Offs Between Ethics Aspects
  17 Apr 2023 0 repositories listed
• Fairness in AI and Its Long-Term Implications on Society
  16 Apr 2023 0 repositories listed
• On User-side Fairness in Negative Sampling for Recommender Systems
  15 Apr 2023 0 repositories listed
• Fairness in Visual Clustering: A Novel Transformer Clustering Approach
  14 Apr 2023 0 repositories listed
• Elastic Federated Learning over Open Radio Access Network (O-RAN) for Concurrent Execution of Multiple Distributed Learning Tasks
  14 Apr 2023 0 repositories listed
• Systemic Fairness
  14 Apr 2023 0 repositories listed
• Beyond Submodularity: A Unified Framework of Randomized Set Selection with Group Fairness Constraints
  13 Apr 2023 0 repositories listed
• Fair Grading Algorithms for Randomized Exams
  13 Apr 2023 0 repositories listed
• Auditing ICU Readmission Rates in an Clinical Database: An Analysis of Risk Factors and Clinical Outcomes
  12 Apr 2023 0 repositories listed
• Maximal Fairness
  12 Apr 2023 0 repositories listed
• Learning Optimal Fair Scoring Systems for Multi-Class Classification
  11 Apr 2023 0 repositories listed
• Achieving Long-term Fairness in Submodular Maximization through Randomization
  10 Apr 2023 0 repositories listed
• Analysing Fairness of Privacy-Utility Mobility Models
  10 Apr 2023 0 repositories listed
• Artificial Intelligence/Operations Research Workshop 2 Report Out
  10 Apr 2023 0 repositories listed
• FairPilot: An Explorative System for Hyperparameter Tuning through the Lens of Fairness
  10 Apr 2023 0 repositories listed
• Linking a predictive model to causal effect estimation
  10 Apr 2023 0 repositories listed
• Information-Theoretic Testing and Debugging of Fairness Defects in Deep Neural Networks
  9 Apr 2023 0 repositories listed
• Reweighted Mixup for Subpopulation Shift
  9 Apr 2023 0 repositories listed
• Best Arm Identification with Fairness Constraints on Subpopulations
  8 Apr 2023 0 repositories listed
• Connecting Fairness in Machine Learning with Public Health Equity
  8 Apr 2023 0 repositories listed
• Assessing Perceived Fairness from Machine Learning Developer's Perspective
  7 Apr 2023 0 repositories listed
• A Transformer-Based Deep Learning Approach for Fairly Predicting Post-Liver Transplant Risk Factors
  5 Apr 2023 0 repositories listed
• Blaming Humans and Machines: What Shapes People's Reactions to Algorithmic Harm
  5 Apr 2023 0 repositories listed
• Fairness-Aware Optimization of Vehicle-to-Vehicle Interaction for Smart EV Charging Coordination
  5 Apr 2023 0 repositories listed
• Globalizing Fairness Attributes in Machine Learning: A Case Study on Health in Africa
  5 Apr 2023 0 repositories listed
• Evaluating Online Bandit Exploration In Large-Scale Recommender System
  5 Apr 2023 0 repositories listed
• Learning by Grouping: A Multilevel Optimization Framework for Improving Fairness in Classification without Losing Accuracy
  2 Apr 2023 0 repositories listed
• Fair-CDA: Continuous and Directional Augmentation for Group Fairness
  1 Apr 2023 0 repositories listed
• Predictive Heterogeneity: Measures and Applications
  1 Apr 2023 0 repositories listed
• To be Robust and to be Fair: Aligning Fairness with Robustness
  31 Mar 2023 0 repositories listed
• FairGen: Towards Fair Graph Generation
  30 Mar 2023 0 repositories listed
• Non-Invasive Fairness in Learning through the Lens of Data Drift
  30 Mar 2023 0 repositories listed
• Fair Federated Medical Image Segmentation via Client Contribution Estimation
  29 Mar 2023 0 repositories listed
• Fairlearn: Assessing and Improving Fairness of AI Systems
  29 Mar 2023 0 repositories listed
• Fairness-Aware Data Valuation for Supervised Learning
  29 Mar 2023 0 repositories listed
• Implicit Visual Bias Mitigation by Posterior Estimate Sharpening of a Bayesian Neural Network
  29 Mar 2023 0 repositories listed
• Model and Evaluation: Towards Fairness in Multilingual Text Classification
  28 Mar 2023 0 repositories listed
• Beyond Accuracy: A Critical Review of Fairness in Machine Learning for Mobile and Wearable Computing
  27 Mar 2023 0 repositories listed
• Cross-utterance ASR Rescoring with Graph-based Label Propagation
  27 Mar 2023 0 repositories listed
• Measuring Self-Preferencing on Digital Platforms
  27 Mar 2023 0 repositories listed
• Zero-shot Model Diagnosis
  27 Mar 2023 0 repositories listed
• FairGAT: Fairness-aware Graph Attention Networks
  26 Mar 2023 0 repositories listed
• Towards Fair Patient-Trial Matching via Patient-Criterion Level Fairness Constraint
  24 Mar 2023 0 repositories listed
• Fairness-guided Few-shot Prompting for Large Language Models
  23 Mar 2023 0 repositories listed
• Semantic Image Attack for Visual Model Diagnosis
  23 Mar 2023 0 repositories listed
• Fairness: from the ethical principle to the practice of Machine Learning development as an ongoing agreement with stakeholders
  22 Mar 2023 0 repositories listed
• Fairness Improves Learning from Noisily Labeled Long-Tailed Data
  22 Mar 2023 0 repositories listed
• HAPS-UAV-Enabled Heterogeneous Networks: A Deep Reinforcement Learning Approach
  22 Mar 2023 0 repositories listed
• Counterfactually Fair Regression with Double Machine Learning
  21 Mar 2023 0 repositories listed
• Bias mitigation techniques in image classification: fair machine learning in human heritage collections
  20 Mar 2023 0 repositories listed
• Fairness-Aware Graph Filter Design
  20 Mar 2023 0 repositories listed
• Bridging the Global Divide in AI Regulation: A Proposal for a Contextual, Coherent, and Commensurable Framework
  20 Mar 2023 0 repositories listed
• DeAR: Debiasing Vision-Language Models with Additive Residuals
  18 Mar 2023 0 repositories listed
• Factoring the Matrix of Domination: A Critical Review and Reimagination of Intersectionality in AI Fairness
  16 Mar 2023 0 repositories listed
• Fairness-aware Differentially Private Collaborative Filtering
  16 Mar 2023 0 repositories listed
• Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML
  15 Mar 2023 0 repositories listed
• Fair Off-Policy Learning from Observational Data
  15 Mar 2023 0 repositories listed
• A Study on Bias and Fairness In Deep Speaker Recognition
  14 Mar 2023 0 repositories listed
• Beyond Demographic Parity: Redefining Equal Treatment
  14 Mar 2023 0 repositories listed
• Graph Neural Network Surrogates of Fair Graph Filtering
  14 Mar 2023 0 repositories listed
• Addressing Biases in the Texts using an End-to-End Pipeline Approach
  13 Mar 2023 0 repositories listed
• Are Models Trained on Indian Legal Data Fair?
  13 Mar 2023 0 repositories listed
• Collision Cross-entropy for Soft Class Labels and Deep Clustering
  13 Mar 2023 0 repositories listed
• No-regret Algorithms for Fair Resource Allocation
  11 Mar 2023 0 repositories listed
• Fairness-enhancing deep learning for ride-hailing demand prediction
  10 Mar 2023 0 repositories listed
• Weighted Notions of Fairness with Binary Supermodular Chores
  10 Mar 2023 0 repositories listed
• A fixed point approach for computing actuarially fair Pareto optimal risk-sharing rules
  9 Mar 2023 0 repositories listed
• Identification of Systematic Errors of Image Classifiers on Rare Subgroups
  9 Mar 2023 0 repositories listed
• HappyMap: A Generalized Multi-calibration Method
  8 Mar 2023 0 repositories listed
• The Casual Conversations v2 Dataset
  8 Mar 2023 0 repositories listed
• Using Positive Matching Contrastive Loss with Facial Action Units to mitigate bias in Facial Expression Recognition
  8 Mar 2023 0 repositories listed
• Bias, diversity, and challenges to fairness in classification and automated text analysis. From libraries to AI and back
  7 Mar 2023 0 repositories listed
• Causal Dependence Plots
  7 Mar 2023 0 repositories listed
• Group conditional validity via multi-group learning
  7 Mar 2023 0 repositories listed
• Adversarial Sampling for Fairness Testing in Deep Neural Network
  6 Mar 2023 0 repositories listed
• Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis
  6 Mar 2023 0 repositories listed
• NxPlain: Web-based Tool for Discovery of Latent Concepts
  6 Mar 2023 0 repositories listed
• Privacy-Preserving Fair Item Ranking
  6 Mar 2023 0 repositories listed
• Deep Learning in the Field of Biometric Template Protection: An Overview
  5 Mar 2023 0 repositories listed
• PRECISION: Decentralized Constrained Min-Max Learning with Low Communication and Sample Complexities
  5 Mar 2023 0 repositories listed
• A toolkit of dilemmas: Beyond debiasing and fairness formulas for responsible AI/ML
  3 Mar 2023 0 repositories listed
• Travel Demand Forecasting: A Fair AI Approach
  3 Mar 2023 0 repositories listed
• Dynamic fairness-aware recommendation through multi-agent social choice
  2 Mar 2023 0 repositories listed
• FAIR-Ensemble: When Fairness Naturally Emerges From Deep Ensembling
  1 Mar 2023 0 repositories listed
• Fairness Evaluation in Text Classification: Machine Learning Practitioner Perspectives of Individual and Group Fairness
  1 Mar 2023 0 repositories listed
• Fairness for Workers Who Pull the Arms: An Index Based Policy for Allocation of Restless Bandit Tasks
  1 Mar 2023 0 repositories listed
• Re-weighting Based Group Fairness Regularization via Classwise Robust Optimization
  1 Mar 2023 0 repositories listed
• Why Do Students Lie and Should We Worry? An Analysis of Non-truthful Reporting
  27 Feb 2023 0 repositories listed
• Toward Fairness in Text Generation via Mutual Information Minimization based on Importance Sampling
  25 Feb 2023 0 repositories listed
• Fairness in Language Models Beyond English: Gaps and Challenges
  24 Feb 2023 0 repositories listed
• Generative Models of Huge Objects
  24 Feb 2023 0 repositories listed
• Intersectional Fairness: A Fractal Approach
  24 Feb 2023 0 repositories listed
• Commonality in Recommender Systems: Evaluating Recommender Systems to Enhance Cultural Citizenship
  22 Feb 2023 0 repositories listed
• Drop Edges and Adapt: a Fairness Enforcing Fine-tuning for Graph Neural Networks
  22 Feb 2023 0 repositories listed
• Fair Correlation Clustering in Forests
  22 Feb 2023 0 repositories listed
• Fairguard: Harness Logic-based Fairness Rules in Smart Cities
  22 Feb 2023 0 repositories listed
• On the contribution of pre-trained models to accuracy and utility in modeling distributed energy resources
  22 Feb 2023 0 repositories listed