Browse State-of-the-Art › Fairness › Papers, page 44

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 44 of 57: papers 4,301 to 4,400 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.

• Fairness Amidst Non-IID Graph Data: A Literature Review
  15 Feb 2022 0 repositories listed
• Trustworthy Anomaly Detection: A Survey
  15 Feb 2022 0 repositories listed
• Probabilistic fair behaviors spark its boost in the Ultimatum Game: the strength of good Samaritans
  12 Feb 2022 0 repositories listed
• Fair When Trained, Unfair When Deployed: Observable Fairness Measures are Unstable in Performative Prediction Settings
  10 Feb 2022 0 repositories listed
• Proceedings of the Robust Artificial Intelligence System Assurance (RAISA) Workshop 2022
  10 Feb 2022 0 repositories listed
• An Exploration of Multicalibration Uniform Convergence Bounds
  9 Feb 2022 0 repositories listed
• Are Fairness Perceptions Shaped by Income Inequality? Evidence from Latin America
  9 Feb 2022 0 repositories listed
• Prediction Sensitivity: Continual Audit of Counterfactual Fairness in Deployed Classifiers
  9 Feb 2022 0 repositories listed
• Alexa, in you, I trust! Fairness and Interpretability Issues in E-commerce Search through Smart Speakers
  8 Feb 2022 0 repositories listed
• Counterfactual Multi-Token Fairness in Text Classification
  8 Feb 2022 0 repositories listed
• Fair SA: Sensitivity Analysis for Fairness in Face Recognition
  8 Feb 2022 0 repositories listed
• FMP: Toward Fair Graph Message Passing against Topology Bias
  8 Feb 2022 0 repositories listed
• Distributionally Robust Fair Principal Components via Geodesic Descents
  7 Feb 2022 0 repositories listed
• (Almost) Envy-Free, Proportional and Efficient Allocations of an Indivisible Mixed Manna
  6 Feb 2022 0 repositories listed
• Doing Right by Not Doing Wrong in Human-Robot Collaboration
  5 Feb 2022 0 repositories listed
• Dikaios: Privacy Auditing of Algorithmic Fairness via Attribute Inference Attacks
  4 Feb 2022 0 repositories listed
• Fairness for Text Classification Tasks with Identity Information Data Augmentation Methods
  4 Feb 2022 0 repositories listed
• Smartphone-based Hard-braking Event Detection at Scale for Road Safety Services
  4 Feb 2022 0 repositories listed
• Fair Representation Clustering with Several Protected Classes
  3 Feb 2022 0 repositories listed
• FORML: Learning to Reweight Data for Fairness
  3 Feb 2022 0 repositories listed
• Fairness of Machine Learning Algorithms in Demography
  2 Feb 2022 0 repositories listed
• Diagnosing failures of fairness transfer across distribution shift in real-world medical settings
  2 Feb 2022 0 repositories listed
• Normalise for Fairness: A Simple Normalisation Technique for Fairness in Regression Machine Learning Problems
  2 Feb 2022 0 repositories listed
• An Empirical Study of Modular Bias Mitigators and Ensembles
  1 Feb 2022 0 repositories listed
• Federated Active Learning (F-AL): an Efficient Annotation Strategy for Federated Learning
  1 Feb 2022 0 repositories listed
• Causal Explanations and XAI
  31 Jan 2022 0 repositories listed
• Fair ranking: a critical review, challenges, and future directions
  29 Jan 2022 0 repositories listed
• FairEGM: Fair Link Prediction and Recommendation via Emulated Graph Modification
  27 Jan 2022 0 repositories listed
• Promises and Challenges of Causality for Ethical Machine Learning
  26 Jan 2022 0 repositories listed
• Are Commercial Face Detection Models as Biased as Academic Models?
  25 Jan 2022 0 repositories listed
• An Algorithmic Framework for Bias Bounties
  25 Jan 2022 0 repositories listed
• Learning Resource Allocation Policies from Observational Data with an Application to Homeless Services Delivery
  25 Jan 2022 0 repositories listed
• Rate-Splitting Multiple Access for Multi-Antenna Joint Radar and Communications with Partial CSIT: Precoder Optimization and Link-Level Simulations
  25 Jan 2022 0 repositories listed
• Post-processing of Differentially Private Data: A Fairness Perspective
  24 Jan 2022 0 repositories listed
• Towards Multi-Objective Statistically Fair Federated Learning
  24 Jan 2022 0 repositories listed
• α-Fairness User Pairing for Downlink NOMA Systems with Imperfect Successive Interference Cancellation
  23 Jan 2022 0 repositories listed
• Can Model Compression Improve NLP Fairness
  21 Jan 2022 0 repositories listed
• Fair Node Representation Learning via Adaptive Data Augmentation
  21 Jan 2022 0 repositories listed
• Minimax Demographic Group Fairness in Federated Learning
  20 Jan 2022 0 repositories listed
• Potential sources of dataset bias complicate investigation of underdiagnosis by machine learning algorithms
  19 Jan 2022 0 repositories listed
• Fair Group-Shared Representations with Normalizing Flows
  17 Jan 2022 0 repositories listed
• Fairness in Federated Learning for Spatial-Temporal Applications
  17 Jan 2022 0 repositories listed
• On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections
  17 Jan 2022 0 repositories listed
• Are Pretrained Multilingual Models Equally Fair Across Languages?
  16 Jan 2022 0 repositories listed
• Improving Fairness without Demographic by Lagged Dynamic Grouping
  16 Jan 2022 0 repositories listed
• Privacy, Interpretability, and Fairness in the Multilingual Space
  16 Jan 2022 0 repositories listed
• Rawlsian Fairness in Online Bipartite Matching: Two-sided, Group, and Individual
  16 Jan 2022 0 repositories listed
• Towards Equal Opportunity Fairness through Adversarial Learning
  16 Jan 2022 0 repositories listed
• FairIF: Boosting Fairness in Deep Learning via Influence Functions with Validation Set Sensitive Attributes
  15 Jan 2022 0 repositories listed
• Power Control for Multigroup Multicast Cell-Free Massive MIMO Downlink
  13 Jan 2022 0 repositories listed
• The Fairness Field Guide: Perspectives from Social and Formal Sciences
  13 Jan 2022 0 repositories listed
• Fighting Money Laundering with Statistics and Machine Learning
  11 Jan 2022 0 repositories listed
• Fairness Score and Process Standardization: Framework for Fairness Certification in Artificial Intelligence Systems
  10 Jan 2022 0 repositories listed
• Information-Theoretic Bias Reduction via Causal View of Spurious Correlation
  10 Jan 2022 0 repositories listed
• A Fair and Efficient Hybrid Federated Learning Framework based on XGBoost for Distributed Power Prediction
  8 Jan 2022 0 repositories listed
• Fair and efficient contribution valuation for vertical federated learning
  7 Jan 2022 0 repositories listed
• The Effect of Model Compression on Fairness in Facial Expression Recognition
  5 Jan 2022 0 repositories listed
• Parity-based Cumulative Fairness-aware Boosting
  4 Jan 2022 0 repositories listed
• Toward Pareto Efficient Fairness-Utility Trade-off inRecommendation through Reinforcement Learning
  1 Jan 2022 0 repositories listed
• BARACK: Partially Supervised Group Robustness With Guarantees
  31 Dec 2021 0 repositories listed
• EiFFFeL: Enforcing Fairness in Forests by Flipping Leaves
  29 Dec 2021 0 repositories listed
• Explainability Is in the Mind of the Beholder: Establishing the Foundations of Explainable Artificial Intelligence
  29 Dec 2021 0 repositories listed
• Private Private Information
  29 Dec 2021 0 repositories listed
• Socially-Optimal Mechanism Design for Incentivized Online Learning
  29 Dec 2021 0 repositories listed
• Online Allocation Problem with Two-sided Resource Constraints
  28 Dec 2021 0 repositories listed
• Simple and near-optimal algorithms for hidden stratification and multi-group learning
  22 Dec 2021 0 repositories listed
• Algorithm Design: A Fairness-Accuracy Frontier
  18 Dec 2021 0 repositories listed
• Fair Active Learning: Solving the Labeling Problem in Insurance
  17 Dec 2021 0 repositories listed
• Balancing out Bias: Achieving Fairness Through Balanced Training
  17 Dec 2021 0 repositories listed
• Interpretable Data-Based Explanations for Fairness Debugging
  17 Dec 2021 0 repositories listed
• Personalized On-Device E-health Analytics with Decentralized Block Coordinate Descent
  17 Dec 2021 0 repositories listed
• Degendering Resumes for Fair Algorithmic Resume Screening
  16 Dec 2021 0 repositories listed
• Improving Ethical Outcomes with Machine-in-the-Loop: Broadening Human Understanding of Data Annotations
  16 Dec 2021 0 repositories listed
• There is an elephant in the room: Towards a critique on the use of fairness in biometrics
  16 Dec 2021 0 repositories listed
• AI Ethics Principles in Practice: Perspectives of Designers and Developers
  14 Dec 2021 0 repositories listed
• 30.000 ways to reach 55% decarbonization of the European electricity sector
  14 Dec 2021 0 repositories listed
• Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective
  13 Dec 2021 0 repositories listed
• Fairness for Robust Learning to Rank
  12 Dec 2021 0 repositories listed
• Efficient Device Scheduling with Multi-Job Federated Learning
  11 Dec 2021 0 repositories listed
• A Framework for Fairness: A Systematic Review of Existing Fair AI Solutions
  10 Dec 2021 0 repositories listed
• Assessing the Fairness of AI Systems: AI Practitioners' Processes, Challenges, and Needs for Support
  10 Dec 2021 0 repositories listed
• On Fair Selection in the Presence of Implicit and Differential Variance
  10 Dec 2021 0 repositories listed
• Fair Community Detection and Structure Learning in Heterogeneous Graphical Models
  9 Dec 2021 0 repositories listed
• Assessing Fairness in the Presence of Missing Data
  7 Dec 2021 0 repositories listed
• A Marketplace for Trading AI Models based on Blockchain and Incentives for IoT Data
  6 Dec 2021 0 repositories listed
• Encouraging Disentangled and Convex Representation with Controllable Interpolation Regularization
  6 Dec 2021 0 repositories listed
• MatMat: Matrix Factorization by Matrix Fitting
  6 Dec 2021 0 repositories listed
• Modification-Fair Cluster Editing
  6 Dec 2021 0 repositories listed
• Thinking Beyond Distributions in Testing Machine Learned Models
  6 Dec 2021 0 repositories listed
• Unfairness Despite Awareness: Group-Fair Classification with Strategic Agents
  6 Dec 2021 0 repositories listed
• ZeroMat: Solving Cold-start Problem of Recommender System with No Input Data
  6 Dec 2021 0 repositories listed
• SHAPr: An Efficient and Versatile Membership Privacy Risk Metric for Machine Learning
  4 Dec 2021 0 repositories listed
• Learning Emergent Random Access Protocol for LEO Satellite Networks
  3 Dec 2021 0 repositories listed
• Are My Deep Learning Systems Fair? An Empirical Study of Fixed-Seed Training
  1 Dec 2021 0 repositories listed
• Differentially Private Empirical Risk Minimization under the Fairness Lens
  1 Dec 2021 0 repositories listed
• Fair Scheduling for Time-dependent Resources
  1 Dec 2021 0 repositories listed
• Fair Sortition Made Transparent
  1 Dec 2021 0 repositories listed
• Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning
  1 Dec 2021 0 repositories listed
• Models of fairness in federated learning
  1 Dec 2021 0 repositories listed
• Scalable and Stable Surrogates for Flexible Classifiers with Fairness Constraints
  1 Dec 2021 0 repositories listed