Browse State-of-the-Art › Fairness › Papers, page 40

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 40 of 57: papers 3,901 to 4,000 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.

• Handling missing values in healthcare data: A systematic review of deep learning-based imputation techniques
  15 Oct 2022 0 repositories listed
• COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation
  14 Oct 2022 0 repositories listed
• Simpson's Paradox in Recommender Fairness: Reconciling differences between per-user and aggregated evaluations
  14 Oct 2022 0 repositories listed
• Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models
  13 Oct 2022 0 repositories listed
• Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods
  13 Oct 2022 0 repositories listed
• Walk a Mile in Their Shoes: a New Fairness Criterion for Machine Learning
  13 Oct 2022 0 repositories listed
• Fairness via Adversarial Attribute Neighbourhood Robust Learning
  12 Oct 2022 0 repositories listed
• Data-Driven Combined Central and Distributed Volt/Var Control in Active Distribution Networks
  11 Oct 2022 0 repositories listed
• Navigating Ensemble Configurations for Algorithmic Fairness
  11 Oct 2022 0 repositories listed
• A survey of Identification and mitigation of Machine Learning algorithmic biases in Image Analysis
  10 Oct 2022 0 repositories listed
• fAux: Testing Individual Fairness via Gradient Alignment
  10 Oct 2022 0 repositories listed
• FEAMOE: Fair, Explainable and Adaptive Mixture of Experts
  10 Oct 2022 0 repositories listed
• The Minimum Wage as an Anchor: Effects on Determinations of Fairness by Humans and AI
  10 Oct 2022 0 repositories listed
• Quantifying Social Biases Using Templates is Unreliable
  9 Oct 2022 0 repositories listed
• Cognitive Models as Simulators: The Case of Moral Decision-Making
  8 Oct 2022 0 repositories listed
• A Keyword Based Approach to Understanding the Overpenalization of Marginalized Groups by English Marginal Abuse Models on Twitter
  7 Oct 2022 0 repositories listed
• An Analysis of the Effects of Decoding Algorithms on Fairness in Open-Ended Language Generation
  7 Oct 2022 0 repositories listed
• A Human Rights-Based Approach to Responsible AI
  6 Oct 2022 0 repositories listed
• Considerations for Task Allocation in Human-Robot Teams
  6 Oct 2022 0 repositories listed
• Fairness in generative modeling
  6 Oct 2022 0 repositories listed
• Equalizing Credit Opportunity in Algorithms: Aligning Algorithmic Fairness Research with U.S. Fair Lending Regulation
  5 Oct 2022 0 repositories listed
• Exploring Effectiveness of Explanations for Appropriate Trust: Lessons from Cognitive Psychology
  5 Oct 2022 0 repositories listed
• Bicriteria Approximation Algorithms for Priority Matroid Median
  4 Oct 2022 0 repositories listed
• Evaluating Disentanglement in Generative Models Without Knowledge of Latent Factors
  4 Oct 2022 0 repositories listed
• Machine Learning-Powered Course Allocation
  3 Oct 2022 0 repositories listed
• Analytic Automated Essay Scoring Based on Deep Neural Networks Integrating Multidimensional Item Response Theory
  1 Oct 2022 0 repositories listed
• Ten Years after ImageNet: A 360° Perspective on AI
  1 Oct 2022 0 repositories listed
• Neural Causal Models for Counterfactual Identification and Estimation
  30 Sep 2022 0 repositories listed
• The More Secure, The Less Equally Usable: Gender and Ethnicity (Un)fairness of Deep Face Recognition along Security Thresholds
  30 Sep 2022 0 repositories listed
• Statistical Inference for Fisher Market Equilibrium
  29 Sep 2022 0 repositories listed
• Towards Equalised Odds as Fairness Metric in Academic Performance Prediction
  29 Sep 2022 0 repositories listed
• Discussion about Attacks and Defenses for Fair and Robust Recommendation System Design
  28 Sep 2022 0 repositories listed
• Joint Optimization of Resource Allocation and Trajectory Control for Mobile Group Users in Fixed-Wing UAV-Enabled Wireless Network
  28 Sep 2022 0 repositories listed
• How GPT-3 responds to different publics on climate change and Black Lives Matter: A critical appraisal of equity in conversational AI
  27 Sep 2022 0 repositories listed
• Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review
  27 Sep 2022 0 repositories listed
• Controllable Text Generation for Open-Domain Creativity and Fairness
  24 Sep 2022 0 repositories listed
• An Efficient Algorithm for Fair Multi-Agent Multi-Armed Bandit with Low Regret
  23 Sep 2022 0 repositories listed
• Doubly Fair Dynamic Pricing
  23 Sep 2022 0 repositories listed
• Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making
  23 Sep 2022 0 repositories listed
• Fair Robust Active Learning by Joint Inconsistency
  22 Sep 2022 0 repositories listed
• A Comprehensive Survey on Trustworthy Recommender Systems
  21 Sep 2022 0 repositories listed
• Generalized Groves of Neural Additive Models: Pursuing transparent and accurate machine learning models in finance
  21 Sep 2022 0 repositories listed
• Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring
  21 Sep 2022 0 repositories listed
• Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning
  21 Sep 2022 0 repositories listed
• Fairness and robustness in anti-causal prediction
  20 Sep 2022 0 repositories listed
• Mirror Prox Algorithm for Large-Scale Cell-Free Massive MIMO Uplink Power Control
  20 Sep 2022 0 repositories listed
• Towards Auditing Unsupervised Learning Algorithms and Human Processes For Fairness
  20 Sep 2022 0 repositories listed
• Fairness on Synthetic Visual and Thermal Mask Images
  19 Sep 2022 0 repositories listed
• Through a fair looking-glass: mitigating bias in image datasets
  18 Sep 2022 0 repositories listed
• A Robust and Constrained Multi-Agent Reinforcement Learning Electric Vehicle Rebalancing Method in AMoD Systems
  17 Sep 2022 0 repositories listed
• Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances
  17 Sep 2022 0 repositories listed
• Algorithmic decision making methods for fair credit scoring
  16 Sep 2022 0 repositories listed
• Survey on Fairness Notions and Related Tensions
  16 Sep 2022 0 repositories listed
• Adaptive Fairness Improvement Based on Causality Analysis
  15 Sep 2022 0 repositories listed
• Efficient first-order predictor-corrector multiple objective optimization for fair misinformation detection
  15 Sep 2022 0 repositories listed
• Fair Inference for Discrete Latent Variable Models
  15 Sep 2022 0 repositories listed
• Improving Robust Fairness via Balance Adversarial Training
  15 Sep 2022 0 repositories listed
• Multicalibrated Regression for Downstream Fairness
  15 Sep 2022 0 repositories listed
• Omnipredictors for Constrained Optimization
  15 Sep 2022 0 repositories listed
• Accuracy, Fairness, and Interpretability of Machine Learning Criminal Recidivism Models
  14 Sep 2022 0 repositories listed
• CAT: Controllable Attribute Translation for Fair Facial Attribute Classification
  14 Sep 2022 0 repositories listed
• Data Privacy and Trustworthy Machine Learning
  14 Sep 2022 0 repositories listed
• Concept-Based Explanations for Tabular Data
  13 Sep 2022 0 repositories listed
• Fast online ranking with fairness of exposure
  13 Sep 2022 0 repositories listed
• It's Not Fairness, and It's Not Fair: The Failure of Distributional Equality and the Promise of Relational Equality in Complete-Information Hiring Games
  12 Sep 2022 0 repositories listed
• Random Isn't Always Fair: Candidate Set Imbalance and Exposure Inequality in Recommender Systems
  12 Sep 2022 0 repositories listed
• Responsible AI Pattern Catalogue: A Collection of Best Practices for AI Governance and Engineering
  12 Sep 2022 0 repositories listed
• Causal Intervention for Fairness in Multi-behavior Recommendation
  10 Sep 2022 0 repositories listed
• Fair Matrix Factorisation for Large-Scale Recommender Systems
  9 Sep 2022 0 repositories listed
• A Stakeholder-Centered View on Fairness in Music Recommender Systems
  8 Sep 2022 0 repositories listed
• Efficient Gender Debiasing of Pre-trained Indic Language Models
  8 Sep 2022 0 repositories listed
• FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems
  8 Sep 2022 0 repositories listed
• Who Pays? Personalization, Bossiness and the Cost of Fairness
  8 Sep 2022 0 repositories listed
• Regulating eXplainable Artificial Intelligence (XAI) May Harm Consumers
  7 Sep 2022 0 repositories listed
• Matching Consumer Fairness Objectives & Strategies for RecSys
  6 Sep 2022 0 repositories listed
• A Discussion of Discrimination and Fairness in Insurance Pricing
  2 Sep 2022 0 repositories listed
• An Introduction to Machine Unlearning
  2 Sep 2022 0 repositories listed
• Cubic-Regularized Newton for Spectral Constrained Matrix Optimization and its Application to Fairness
  2 Sep 2022 0 repositories listed
• Exploiting Fairness to Enhance Sensitive Attributes Reconstruction
  2 Sep 2022 0 repositories listed
• Smiles in Profiles: Improving Efficiency While Reducing Disparities in Online Marketplaces
  2 Sep 2022 0 repositories listed
• Fair learning with Wasserstein barycenters for non-decomposable performance measures
  1 Sep 2022 0 repositories listed
• Fair mapping
  1 Sep 2022 0 repositories listed
• Gender bias Evaluation in Luganda-English Machine Translation
  1 Sep 2022 0 repositories listed
• RAGUEL: Recourse-Aware Group Unfairness Elimination
  30 Aug 2022 0 repositories listed
• Generalization In Multi-Objective Machine Learning
  29 Aug 2022 0 repositories listed
• Comparing Apples to Oranges: Learning Similarity Functions for Data Produced by Different Distributions
  26 Aug 2022 0 repositories listed
• Debias the Black-box: A Fair Ranking Framework via Knowledge Distillation
  24 Aug 2022 0 repositories listed
• Enforcing Delayed-Impact Fairness Guarantees
  24 Aug 2022 0 repositories listed
• Pushing the limits of fairness impossibility: Who's the fairest of them all?
  24 Aug 2022 0 repositories listed
• TESTSGD: Interpretable Testing of Neural Networks Against Subtle Group Discrimination
  24 Aug 2022 0 repositories listed
• Achieving Fairness in Dermatological Disease Diagnosis through Automatic Weight Adjusting Federated Learning and Personalization
  23 Aug 2022 0 repositories listed
• Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation
  23 Aug 2022 0 repositories listed
• Evaluation of group fairness measures in student performance prediction problems
  22 Aug 2022 0 repositories listed
• Socially Fair Center-based and Linear Subspace Clustering
  22 Aug 2022 0 repositories listed
• Disentangled Representation with Causal Constraints for Counterfactual Fairness
  19 Aug 2022 0 repositories listed
• A Scalable, Interpretable, Verifiable & Differentiable Logic Gate Convolutional Neural Network Architecture From Truth Tables
  18 Aug 2022 0 repositories listed
• Algorithmic Fairness and Statistical Discrimination
  17 Aug 2022 0 repositories listed
• Deep Generative Views to Mitigate Gender Classification Bias Across Gender-Race Groups
  17 Aug 2022 0 repositories listed
• Modelling the long-term fairness dynamics of data-driven targeted help on job seekers
  17 Aug 2022 0 repositories listed
• Open Long-Tailed Recognition in a Dynamic World
  17 Aug 2022 0 repositories listed