Browse State-of-the-Art › Fairness › Papers, page 48

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 48 of 57: papers 4,701 to 4,800 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.

• PROPm Allocations of Indivisible Goods to Multiple Agents
  24 May 2021 0 repositories listed
• Robust Fairness-aware Learning Under Sample Selection Bias
  24 May 2021 0 repositories listed
• Impossibility results for fair representation
  21 May 2021 0 repositories listed
• Scalable and Stable Surrogates for Flexible Classifiers with Fairness Constraints
  21 May 2021 0 repositories listed
• Variational Causal Autoencoder for Interventional and Counterfactual Queries
  21 May 2021 0 repositories listed
• Fair and Efficient Resource Allocation with Partial Information
  20 May 2021 0 repositories listed
• Measuring Model Fairness under Noisy Covariates: A Theoretical Perspective
  20 May 2021 0 repositories listed
• Multi-group Agnostic PAC Learnability
  20 May 2021 0 repositories listed
• Guaranteeing Maximin Shares: Some Agents Left Behind
  19 May 2021 0 repositories listed
• The State of AI Ethics Report (Volume 4)
  19 May 2021 0 repositories listed
• Achieving Fairness with a Simple Ridge Penalty
  18 May 2021 0 repositories listed
• Beyond "Fairness:" Structural (In)justice Lenses on AI for Education
  18 May 2021 0 repositories listed
• Decision Making with Differential Privacy under a Fairness Lens
  16 May 2021 0 repositories listed
• Biometrics: Trust, but Verify
  14 May 2021 0 repositories listed
• Towards Equity and Algorithmic Fairness in Student Grade Prediction
  14 May 2021 0 repositories listed
• XAI Handbook: Towards a Unified Framework for Explainable AI
  14 May 2021 0 repositories listed
• Bias, Fairness, and Accountability with AI and ML Algorithms
  13 May 2021 0 repositories listed
• Fairness in Information Access Systems
  12 May 2021 0 repositories listed
• ChaLearn LAP Large Scale Signer Independent Isolated Sign Language Recognition Challenge: Design, Results and Future Research
  11 May 2021 0 repositories listed
• Accounting for Model Uncertainty in Algorithmic Discrimination
  10 May 2021 0 repositories listed
• Dynamic Multichannel Access via Multi-agent Reinforcement Learning: Throughput and Fairness Guarantees
  10 May 2021 0 repositories listed
• Improving Fairness of AI Systems with Lossless De-biasing
  10 May 2021 0 repositories listed
• Transitioning from Real to Synthetic data: Quantifying the bias in model
  10 May 2021 0 repositories listed
• Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions
  8 May 2021 0 repositories listed
• Multi-FR: A Multi-objective Optimization Framework for Multi-stakeholder Fairness-aware Recommendation
  6 May 2021 0 repositories listed
• Reliability Testing for Natural Language Processing Systems
  6 May 2021 0 repositories listed
• The Authors Matter: Understanding and Mitigating Implicit Bias in Deep Text Classification
  6 May 2021 0 repositories listed
• A Step Toward More Inclusive People Annotations for Fairness
  5 May 2021 0 repositories listed
• Distributive Justice and Fairness Metrics in Automated Decision-making: How Much Overlap Is There?
  4 May 2021 0 repositories listed
• A Rate-Splitting Strategy to Enable Joint Radar Sensing and Communication with Partial CSIT
  3 May 2021 0 repositories listed
• Explaining how your AI system is fair
  3 May 2021 0 repositories listed
• Impact of Gender Debiased Word Embeddings in Language Modeling
  3 May 2021 0 repositories listed
• An Examination of Fairness of AI Models for Deepfake Detection
  2 May 2021 0 repositories listed
• A neural anisotropic view of underspecification in deep learning
  29 Apr 2021 0 repositories listed
• Improving Fairness in Speaker Recognition
  29 Apr 2021 0 repositories listed
• Online certification of preference-based fairness for personalized recommender systems
  29 Apr 2021 0 repositories listed
• Questioning causality on sex, gender and COVID-19, and identifying bias in large-scale data-driven analyses: the Bias Priority Recommendations and Bias Catalog for Pandemics
  29 Apr 2021 0 repositories listed
• Learning Fair Canonical Polyadical Decompositions using a Kernel Independence Criterion
  27 Apr 2021 0 repositories listed
• Multi-fairness under class-imbalance
  27 Apr 2021 0 repositories listed
• Towards Fair Federated Learning with Zero-Shot Data Augmentation
  27 Apr 2021 0 repositories listed
• LCS-DIVE: An Automated Rule-based Machine Learning Visualization Pipeline for Characterizing Complex Associations in Classification
  26 Apr 2021 0 repositories listed
• Causal Learning for Socially Responsible AI
  25 Apr 2021 0 repositories listed
• Fair-Capacitated Clustering
  25 Apr 2021 0 repositories listed
• Joint Time and Power Allocation for 5G NR Unlicensed Systems
  22 Apr 2021 0 repositories listed
• TFROM: A Two-sided Fairness-Aware Recommendation Model for Both Customers and Providers
  19 Apr 2021 0 repositories listed
• The probabilistic rank random assignment rule and its axiomatic characterization
  19 Apr 2021 0 repositories listed
• Are Word Embedding Methods Stable and Should We Care About It?
  17 Apr 2021 0 repositories listed
• Welfare Measure for Resource Allocation with Algorithmic Implementation: Beyond Average and Max-Min
  16 Apr 2021 0 repositories listed
• On the Impact of Random Seeds on the Fairness of Clinical Classifiers
  13 Apr 2021 0 repositories listed
• Towards Algorithmic Transparency: A Diversity Perspective
  12 Apr 2021 0 repositories listed
• Understanding Prediction Discrepancies in Machine Learning Classifiers
  12 Apr 2021 0 repositories listed
• Implementing Fair Regression In The Real World
  9 Apr 2021 0 repositories listed
• Representative & Fair Synthetic Data
  7 Apr 2021 0 repositories listed
• End-To-End Bias Mitigation: Removing Gender Bias in Deep Learning
  6 Apr 2021 0 repositories listed
• Towards Measuring Fairness in AI: the Casual Conversations Dataset
  6 Apr 2021 0 repositories listed
• Pareto Efficient Fairness in Supervised Learning: From Extraction to Tracing
  4 Apr 2021 0 repositories listed
• An Overview of Fairness in Data – Illuminating the Bias in Data Pipeline
  1 Apr 2021 0 repositories listed
• Model Selection's Disparate Impact in Real-World Deep Learning Applications
  1 Apr 2021 0 repositories listed
• A Transactive Energy Market Framework Considering Network Constraints and Fairness
  31 Mar 2021 0 repositories listed
• Achieving Transparency Report Privacy in Linear Time
  31 Mar 2021 0 repositories listed
• Individually Fair Gradient Boosting
  31 Mar 2021 0 repositories listed
• FaiR-IoT: Fairness-aware Human-in-the-Loop Reinforcement Learning for Harnessing Human Variability in Personalized IoT
  30 Mar 2021 0 repositories listed
• Equality before the Law: Legal Judgment Consistency Analysis for Fairness
  25 Mar 2021 0 repositories listed
• Fairness in Ranking: A Survey
  25 Mar 2021 0 repositories listed
• Tilted Cross Entropy (TCE): Promoting Fairness in Semantic Segmentation
  25 Mar 2021 0 repositories listed
• Fairness Perceptions of Algorithmic Decision-Making: A Systematic Review of the Empirical Literature
  22 Mar 2021 0 repositories listed
• Smart Scheduling based on Deep Reinforcement Learning for Cellular Networks
  22 Mar 2021 0 repositories listed
• Tackling Racial Bias in Automated Online Hate Detection: Towards Fair and Accurate Classification of Hateful Online Users Using Geometric Deep Learning
  22 Mar 2021 0 repositories listed
• Responsible AI: Gender bias assessment in emotion recognition
  21 Mar 2021 0 repositories listed
• Demystifying the Effects of Non-Independence in Federated Learning
  20 Mar 2021 0 repositories listed
• Individually Fair Ranking
  19 Mar 2021 0 repositories listed
• Fairness and Friends
  18 Mar 2021 0 repositories listed
• Gender and Racial Fairness in Depression Research using Social Media
  18 Mar 2021 0 repositories listed
• Hidden Technical Debts for Fair Machine Learning in Financial Services
  18 Mar 2021 0 repositories listed
• Fairness-aware Outlier Ensemble
  17 Mar 2021 0 repositories listed
• Fairness and Transparency in Recommendation: The Users' Perspective
  16 Mar 2021 0 repositories listed
• Predicting Early Dropout: Calibration and Algorithmic Fairness Considerations
  16 Mar 2021 0 repositories listed
• Algorithmic Challenges in Ensuring Fairness at the Time of Decision
  16 Mar 2021 0 repositories listed
• AI Fairness via Domain Adaptation
  15 Mar 2021 0 repositories listed
• Domain-Incremental Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition
  15 Mar 2021 0 repositories listed
• Towards Fair Affective Robotics: Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition
  15 Mar 2021 0 repositories listed
• OmniFair: A Declarative System for Model-Agnostic Group Fairness in Machine Learning
  13 Mar 2021 0 repositories listed
• FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders
  11 Mar 2021 0 repositories listed
• Wasserstein Robust Classification with Fairness Constraints
  11 Mar 2021 0 repositories listed
• Interpretable bias mitigation for textual data: Reducing gender bias in patient notes while maintaining classification performance
  10 Mar 2021 0 repositories listed
• A Study on Fairness and Trust Perceptions in Automated Decision Making
  8 Mar 2021 0 repositories listed
• Constrained Learning with Non-Convex Losses
  8 Mar 2021 0 repositories listed
• Fairness in TabNet Model by Disentangled Representation for the Prediction of Hospital No-Show
  6 Mar 2021 0 repositories listed
• Measuring Model Biases in the Absence of Ground Truth
  5 Mar 2021 0 repositories listed
• Revisiting Priority k-Center: Fairness and Outliers
  4 Mar 2021 0 repositories listed
• Fairness of Exposure in Stochastic Bandits
  3 Mar 2021 0 repositories listed
• Interpretable Artificial Intelligence through the Lens of Feature Interaction
  1 Mar 2021 0 repositories listed
• On the Fairness of Generative Adversarial Networks (GANs)
  1 Mar 2021 0 repositories listed
• Axiomatic Explanations for Visual Search, Retrieval, and Similarity Learning
  28 Feb 2021 0 repositories listed
• On Meritocracy in Optimal Set Selection
  23 Feb 2021 0 repositories listed
• Learning to Fairly Classify the Quality of Wireless Links
  23 Feb 2021 0 repositories listed
• Coping with Mistreatment in Fair Algorithms
  22 Feb 2021 0 repositories listed
• Local Calibration: Metrics and Recalibration
  22 Feb 2021 0 repositories listed
• Causal Mediation Analysis with Hidden Confounders
  21 Feb 2021 0 repositories listed
• Deep Learning-based Power Control for Cell-Free Massive MIMO Networks
  20 Feb 2021 0 repositories listed