Browse State-of-the-Art › Fairness › Papers, page 43

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 43 of 57: papers 4,201 to 4,300 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.

• KL-Mat : Fair Recommender System via Information Geometry
  27 Apr 2022 0 repositories listed
• MovieMat: Context-aware Movie Recommendation with Matrix Factorization by Matrix Fitting
  27 Apr 2022 0 repositories listed
• On the Relationship Between Explanations, Fairness Perceptions, and Decisions
  27 Apr 2022 0 repositories listed
• RankMat : Matrix Factorization with Calibrated Distributed Embedding and Fairness Enhancement
  27 Apr 2022 0 repositories listed
• Spending Privacy Budget Fairly and Wisely
  27 Apr 2022 0 repositories listed
• Study on the Fairness of Speaker Verification Systems on Underrepresented Accents in English
  27 Apr 2022 0 repositories listed
• SoFaiR: Single Shot Fair Representation Learning
  26 Apr 2022 0 repositories listed
• Computing the Collection of Good Models for Rule Lists
  24 Apr 2022 0 repositories listed
• Explainable Fairness in Recommendation
  24 Apr 2022 0 repositories listed
• Are Your Reviewers Being Treated Equally? Discovering Subgroup Structures to Improve Fairness in Spam Detection
  24 Apr 2022 0 repositories listed
• DACSR: Decoupled-Aggregated End-to-End Calibrated Sequential Recommendation
  22 Apr 2022 0 repositories listed
• Towards Involving End-users in Interactive Human-in-the-loop AI Fairness
  22 Apr 2022 0 repositories listed
• A Sandbox Tool to Bias(Stress)-Test Fairness Algorithms
  21 Apr 2022 0 repositories listed
• A Brief Guide to Designing and Evaluating Human-Centered Interactive Machine Learning
  20 Apr 2022 0 repositories listed
• Causality-based Neural Network Repair
  20 Apr 2022 0 repositories listed
• A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability
  18 Apr 2022 0 repositories listed
• Demographic-Reliant Algorithmic Fairness: Characterizing the Risks of Demographic Data Collection in the Pursuit of Fairness
  18 Apr 2022 0 repositories listed
• The Equity Framework: Fairness Beyond Equalized Predictive Outcomes
  18 Apr 2022 0 repositories listed
• Trinary Tools for Continuously Valued Binary Classifiers
  18 Apr 2022 0 repositories listed
• Fairly Accurate: Learning Optimal Accuracy vs. Fairness Tradeoffs for Hate Speech Detection
  15 Apr 2022 0 repositories listed
• Clinical trial site matching with improved diversity using fair policy learning
  13 Apr 2022 0 repositories listed
• Fair Algorithm Design: Fair and Efficacious Machine Scheduling
  13 Apr 2022 0 repositories listed
• Sharing the Load: Considering Fairness in De-energization Scheduling to Mitigate Wildfire Ignition Risk using Rolling Optimization
  13 Apr 2022 0 repositories listed
• Breaking Fair Binary Classification with Optimal Flipping Attacks
  12 Apr 2022 0 repositories listed
• Data Justice in Practice: A Guide for Developers
  12 Apr 2022 0 repositories listed
• Integrating Distributed Energy Resources: Optimal Prosumer Decisions and Impacts of Net Metering Tariffs
  12 Apr 2022 0 repositories listed
• SF-PATE: Scalable, Fair, and Private Aggregation of Teacher Ensembles
  11 Apr 2022 0 repositories listed
• Segmenting across places: The need for fair transfer learning with satellite imagery
  9 Apr 2022 0 repositories listed
• A Deep Learning-Based Approach for Cell Outage Compensation in NOMA Networks
  7 Apr 2022 0 repositories listed
• Introducing a Framework and a Decision Protocol to Calibrate Recommender Systems
  7 Apr 2022 0 repositories listed
• Mapping the Multilingual Margins: Intersectional Biases of Sentiment Analysis Systems in English, Spanish, and Arabic
  7 Apr 2022 0 repositories listed
• Reputation as insurance: how reputation moderates public backlash following a company's decision to profiteer
  7 Apr 2022 0 repositories listed
• Vertical Allocation-based Fair Exposure Amortizing in Ranking
  6 Apr 2022 0 repositories listed
• Fault Diagnosis of Discrete-Event Systems under Non-Deterministic Observations with Output Fairness
  6 Apr 2022 0 repositories listed
• Marrying Fairness and Explainability in Supervised Learning
  6 Apr 2022 0 repositories listed
• A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems
  4 Apr 2022 0 repositories listed
• Tensor Completion with Provable Consistency and Fairness Guarantees for Recommender Systems
  4 Apr 2022 0 repositories listed
• Differentially Private Sampling from Rashomon Sets, and the Universality of Langevin Diffusion for Convex Optimization
  4 Apr 2022 0 repositories listed
• Models and Mechanisms for Spatial Data Fairness
  4 Apr 2022 0 repositories listed
• Optimizing generalized Gini indices for fairness in rankings
  2 Apr 2022 0 repositories listed
• A Versatile Framework for Evaluating Ranked Lists in terms of Group Fairness and Relevance
  1 Apr 2022 0 repositories listed
• FairRank: Fairness-aware Single-tower Ranking Framework for News Recommendation
  1 Apr 2022 0 repositories listed
• Semi-FairVAE: Semi-supervised Fair Representation Learning with Adversarial Variational Autoencoder
  1 Apr 2022 0 repositories listed
• INSPIRE: Distributed Bayesian Optimization for ImproviNg SPatIal REuse in Dense WLANs
  30 Mar 2022 0 repositories listed
• Longitudinal Fairness with Censorship
  30 Mar 2022 0 repositories listed
• A Maximal Correlation Framework for Fair Machine Learning
  26 Mar 2022 0 repositories listed
• Concept Embedding Analysis: A Review
  25 Mar 2022 0 repositories listed
• On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations
  25 Mar 2022 0 repositories listed
• Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning
  23 Mar 2022 0 repositories listed
• Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal
  23 Mar 2022 0 repositories listed
• On the (Limited) Generalization of MasterFace Attacks and Its Relation to the Capacity of Face Representations
  23 Mar 2022 0 repositories listed
• Representation Bias in Data: A Survey on Identification and Resolution Techniques
  22 Mar 2022 0 repositories listed
• Fair Federated Learning via Bounded Group Loss
  18 Mar 2022 0 repositories listed
• Measuring Fairness of Text Classifiers via Prediction Sensitivity
  16 Mar 2022 0 repositories listed
• Repairing Regressors for Fair Binary Classification at Any Decision Threshold
  14 Mar 2022 0 repositories listed
• Fairness Evaluation in Deepfake Detection Models using Metamorphic Testing
  14 Mar 2022 0 repositories listed
• Multi Stage Screening: Enforcing Fairness and Maximizing Efficiency in a Pre-Existing Pipeline
  14 Mar 2022 0 repositories listed
• Identifiability of Causal-based Fairness Notions: A State of the Art
  11 Mar 2022 0 repositories listed
• Reprogramming FairGANs with Variational Auto-Encoders: A New Transfer Learning Model
  11 Mar 2022 0 repositories listed
• Assessing Phenotype Definitions for Algorithmic Fairness
  10 Mar 2022 0 repositories listed
• Multi-Agent Task Assignment in Vehicular Edge Computing: A Regret-Matching Learning-Based Approach
  10 Mar 2022 0 repositories listed
• Data Representativity for Machine Learning and AI Systems
  9 Mar 2022 0 repositories listed
• Downstream Fairness Caveats with Synthetic Healthcare Data
  9 Mar 2022 0 repositories listed
• Evaluating Proposed Fairness Models for Face Recognition Algorithms
  9 Mar 2022 0 repositories listed
• Renyi Fair Information Bottleneck for Image Classification
  9 Mar 2022 0 repositories listed
• The Long Arc of Fairness: Formalisations and Ethical Discourse
  8 Mar 2022 0 repositories listed
• Switching in the Rain: Predictive Wireless x-haul Network Reconfiguration
  7 Mar 2022 0 repositories listed
• A Survey on Bias and Fairness in Natural Language Processing
  6 Mar 2022 0 repositories listed
• Towards a Responsible AI Development Lifecycle: Lessons From Information Security
  6 Mar 2022 0 repositories listed
• FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis
  4 Mar 2022 0 repositories listed
• Fairness-aware Adversarial Perturbation Towards Bias Mitigation for Deployed Deep Models
  3 Mar 2022 0 repositories listed
• Implications of Distance over Redistricting Maps: Central and Outlier Maps
  2 Mar 2022 0 repositories listed
• Low-Degree Multicalibration
  2 Mar 2022 0 repositories listed
• Explainability for identification of vulnerable groups in machine learning models
  1 Mar 2022 0 repositories listed
• Are Big Recommendation Models Fair to Cold Users?
  28 Feb 2022 0 repositories listed
• EdgeMixup: Improving Fairness for Skin Disease Classification and Segmentation
  28 Feb 2022 0 repositories listed
• Fast Feature Selection with Fairness Constraints
  28 Feb 2022 0 repositories listed
• Selection, Ignorability and Challenges With Causal Fairness
  28 Feb 2022 0 repositories listed
• Setting Fair Incentives to Maximize Improvement
  28 Feb 2022 0 repositories listed
• Efficient Attribute Unlearning: Towards Selective Removal of Input Attributes from Feature Representations
  27 Feb 2022 0 repositories listed
• On Learning and Testing of Counterfactual Fairness through Data Preprocessing
  25 Feb 2022 0 repositories listed
• se-Shweshwe Inspired Fashion Generation
  25 Feb 2022 0 repositories listed
• A Fair Pricing Model via Adversarial Learning
  24 Feb 2022 0 repositories listed
• Attainability and Optimality: The Equalized Odds Fairness Revisited
  24 Feb 2022 0 repositories listed
• Exploring the Unfairness of DP-SGD Across Settings
  24 Feb 2022 0 repositories listed
• A Complete Criterion for Value of Information in Soluble Influence Diagrams
  23 Feb 2022 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Fairness-Aware Naive Bayes Classifier for Data with Multiple Sensitive Features
  23 Feb 2022 0 repositories listed
• The Larger The Fairer? Small Neural Networks Can Achieve Fairness for Edge Devices
  23 Feb 2022 0 repositories listed
• Speciesist bias in AI -- How AI applications perpetuate discrimination and unfair outcomes against animals
  22 Feb 2022 0 repositories listed
• Towards User-Centered Metrics for Trustworthy AI in Immersive Cyberspace
  22 Feb 2022 0 repositories listed
• Sensing as a Service in 6G Perceptive Networks: A Unified Framework for ISAC Resource Allocation
  21 Feb 2022 0 repositories listed
• The four-fifths rule is not disparate impact: a woeful tale of epistemic trespassing in algorithmic fairness
  19 Feb 2022 0 repositories listed
• Are There Exceptions to Goodhart's Law? On the Moral Justification of Fairness-Aware Machine Learning
  17 Feb 2022 0 repositories listed
• On Guiding Visual Attention with Language Specification
  17 Feb 2022 0 repositories listed
• Bias and unfairness in machine learning models: a systematic literature review
  16 Feb 2022 0 repositories listed
• Differential Privacy and Fairness in Decisions and Learning Tasks: A Survey
  16 Feb 2022 0 repositories listed
• Fairness constraint in Structural Econometrics and Application to fair estimation using Instrumental Variables
  16 Feb 2022 0 repositories listed
• Modelling multi-cell edge video analytics
  16 Feb 2022 0 repositories listed
• On Learning and Enforcing Latent Assessment Models using Binary Feedback from Human Auditors Regarding Black-Box Classifiers
  16 Feb 2022 0 repositories listed
• Choosing an algorithmic fairness metric for an online marketplace: Detecting and quantifying algorithmic bias on LinkedIn
  15 Feb 2022 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.