Browse State-of-the-Art › Fairness › Papers, page 41

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 41 of 57: papers 4,001 to 4,100 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.

• Towards Generating Robust, Fair, and Emotion-Aware Explanations for Recommender Systems
  17 Aug 2022 0 repositories listed
• An axiomatic theory for anonymized risk sharing
  16 Aug 2022 0 repositories listed
• Error Parity Fairness: Testing for Group Fairness in Regression Tasks
  16 Aug 2022 0 repositories listed
• CARMA: Fair and efficient bottleneck congestion management via non-tradable karma credits
  15 Aug 2022 0 repositories listed
• Handling Interference in Integrated HAPS-Terrestrial Networks through Radio Resource Management
  15 Aug 2022 0 repositories listed
• QuickSkill: Novice Skill Estimation in Online Multiplayer Games
  15 Aug 2022 0 repositories listed
• A Novel Regularization Approach to Fair ML
  13 Aug 2022 0 repositories listed
• Dbias: Detecting biases and ensuring Fairness in news articles
  11 Aug 2022 0 repositories listed
• Finding Reusable Machine Learning Components to Build Programming Language Processing Pipelines
  11 Aug 2022 0 repositories listed
• D-BIAS: A Causality-Based Human-in-the-Loop System for Tackling Algorithmic Bias
  10 Aug 2022 0 repositories listed
• Fairness Based Energy-Efficient 3D Path Planning of a Portable Access Point: A Deep Reinforcement Learning Approach
  10 Aug 2022 0 repositories listed
• Practitioners Versus Users: A Value-Sensitive Evaluation of Current Industrial Recommender System Design
  8 Aug 2022 0 repositories listed
• Towards Fair Conversational Recommender Systems
  8 Aug 2022 0 repositories listed
• Bias Reducing Multitask Learning on Mental Health Prediction
  7 Aug 2022 0 repositories listed
• Counterfactual Fairness Is Basically Demographic Parity
  7 Aug 2022 0 repositories listed
• Shap-CAM: Visual Explanations for Convolutional Neural Networks based on Shapley Value
  7 Aug 2022 0 repositories listed
• Bias and Fairness in Computer Vision Applications of the Criminal Justice System
  5 Aug 2022 0 repositories listed
• ACE: Adaptive Constraint-aware Early Stopping in Hyperparameter Optimization
  4 Aug 2022 0 repositories listed
• FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning
  4 Aug 2022 0 repositories listed
• A Lightweight Transmission Parameter Selection Scheme Using Reinforcement Learning for LoRaWAN
  3 Aug 2022 0 repositories listed
• Measuring Commonality in Recommendation of Cultural Content: Recommender Systems to Enhance Cultural Citizenship
  2 Aug 2022 0 repositories listed
• De-biased Representation Learning for Fairness with Unreliable Labels
  1 Aug 2022 0 repositories listed
• Multi-Agent Reinforcement Learning for Long-Term Network Resource Allocation through Auction: a V2X Application
  29 Jul 2022 0 repositories listed
• An Equity-Aware Recommender System for Curating Art Exhibits Based on Locally-Constrained Graph Matching
  28 Jul 2022 0 repositories listed
• Multiple Attribute Fairness: Application to Fraud Detection
  28 Jul 2022 0 repositories listed
• Causal foundations of bias, disparity and fairness
  27 Jul 2022 0 repositories listed
• Fairness and Randomness in Machine Learning: Statistical Independence and Relativization
  27 Jul 2022 0 repositories listed
• Should Bank Stress Tests Be Fair?
  27 Jul 2022 0 repositories listed
• Towards Soft Fairness in Restless Multi-Armed Bandits
  27 Jul 2022 0 repositories listed
• A Learning and Control Perspective for Microfinance
  26 Jul 2022 0 repositories listed
• A Survey on Trustworthy Recommender Systems
  25 Jul 2022 0 repositories listed
• Estimating and Controlling for Equalized Odds via Sensitive Attribute Predictors
  25 Jul 2022 0 repositories listed
• Innovations in Neural Data-to-text Generation: A Survey
  25 Jul 2022 0 repositories listed
• Causal Fairness Analysis
  23 Jul 2022 0 repositories listed
• Algorithmic Fairness in Business Analytics: Directions for Research and Practice
  22 Jul 2022 0 repositories listed
• Network Revenue Management with Demand Learning and Fair Resource-Consumption Balancing
  22 Jul 2022 0 repositories listed
• Toward Fairness in Speech Recognition: Discovery and mitigation of performance disparities
  22 Jul 2022 0 repositories listed
• Towards Fairness-Aware Multi-Objective Optimization
  22 Jul 2022 0 repositories listed
• Detecting Shortcut Learning for Fair Medical AI using Shortcut Testing
  21 Jul 2022 0 repositories listed
• FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data
  21 Jul 2022 0 repositories listed
• Joint Proportional Fairness Scheduling Using Iterative Search for mmWave Concurrent Transmission
  21 Jul 2022 0 repositories listed
• AI Fairness: from Principles to Practice
  20 Jul 2022 0 repositories listed
• Measuring and signing fairness as performance under multiple stakeholder distributions
  20 Jul 2022 0 repositories listed
• A Game-theoretic Model of the Consumer Behavior Under Pay-What-You-Want Pricing Strategy
  18 Jul 2022 0 repositories listed
• When Fairness Meets Privacy: Fair Classification with Semi-Private Sensitive Attributes
  18 Jul 2022 0 repositories listed
• Characterization of Group-Fair Social Choice Rules under Single-Peaked Preferences
  16 Jul 2022 0 repositories listed
• Data Representativeness in Accessibility Datasets: A Meta-Analysis
  16 Jul 2022 0 repositories listed
• Indivisible Participatory Budgeting under Weak Rankings
  16 Jul 2022 0 repositories listed
• Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation
  16 Jul 2022 0 repositories listed
• Adversarial Reweighting for Speaker Verification Fairness
  15 Jul 2022 0 repositories listed
• From Single Aircraft to Communities: A Neutral Interpretation of Air Traffic Complexity Dynamics
  15 Jul 2022 0 repositories listed
• Modeling Quality and Machine Learning Pipelines through Extended Feature Models
  15 Jul 2022 0 repositories listed
• More Data Can Lead Us Astray: Active Data Acquisition in the Presence of Label Bias
  15 Jul 2022 0 repositories listed
• Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey
  14 Jul 2022 0 repositories listed
• RepFair-GAN: Mitigating Representation Bias in GANs Using Gradient Clipping
  13 Jul 2022 0 repositories listed
• Understanding Unfairness in Fraud Detection through Model and Data Bias Interactions
  13 Jul 2022 0 repositories listed
• Causal Conceptions of Fairness and their Consequences
  12 Jul 2022 0 repositories listed
• Long Term Fairness for Minority Groups via Performative Distributionally Robust Optimization
  12 Jul 2022 0 repositories listed
• On Graph Neural Network Fairness in the Presence of Heterophilous Neighborhoods
  10 Jul 2022 0 repositories listed
• Graph-based Multi-View Fusion and Local Adaptation: Mitigating Within-Household Confusability for Speaker Identification
  8 Jul 2022 0 repositories listed
• On the Need and Applicability of Causality for Fairness: A Unified Framework for AI Auditing and Legal Analysis
  8 Jul 2022 0 repositories listed
• Probing Classifiers are Unreliable for Concept Removal and Detection
  8 Jul 2022 0 repositories listed
• Fairness and Bias in Robot Learning
  7 Jul 2022 0 repositories listed
• Towards Substantive Conceptions of Algorithmic Fairness: Normative Guidance from Equal Opportunity Doctrines
  6 Jul 2022 0 repositories listed
• User Pairing and Power Allocation for FTN-based SC-NOMA and MIMO-NOMA Systems Considering User Fairness
  6 Jul 2022 0 repositories listed
• Developing a Philosophical Framework for Fair Machine Learning: Lessons From The Case of Algorithmic Collusion
  5 Jul 2022 0 repositories listed
• How Robust is Your Fairness? Evaluating and Sustaining Fairness under Unseen Distribution Shifts
  4 Jul 2022 0 repositories listed
• Time-consistent pension policy with minimum guarantee and sustainability constraint
  4 Jul 2022 0 repositories listed
• A self-contained karma economy for the dynamic allocation of common resources
  1 Jul 2022 0 repositories listed
• An Empirical Study on the Fairness of Pre-trained Word Embeddings
  1 Jul 2022 0 repositories listed
• Automatic scoring of short answers using justification cues estimated by BERT
  1 Jul 2022 0 repositories listed
• COOR-PLT: A hierarchical control model for coordinating adaptive platoons of connected and autonomous vehicles at signal-free intersections based on deep reinforcement learning
  1 Jul 2022 0 repositories listed
• Gendered Language in Resumes and its Implications for Algorithmic Bias in Hiring
  1 Jul 2022 0 repositories listed
• Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models
  1 Jul 2022 0 repositories listed
• Causal Machine Learning: A Survey and Open Problems
  30 Jun 2022 0 repositories listed
• Personalized Detection of Cognitive Biases in Actions of Users from Their Logs: Anchoring and Recency Biases
  30 Jun 2022 0 repositories listed
• Voluntary Information Disclosure in Centralized Matching: Efficiency Gains and Strategic Properties
  30 Jun 2022 0 repositories listed
• AFAFed -- Protocol analysis
  29 Jun 2022 0 repositories listed
• Fair Machine Learning in Healthcare: A Review
  29 Jun 2022 0 repositories listed
• Fairness via In-Processing in the Over-parameterized Regime: A Cautionary Tale
  29 Jun 2022 0 repositories listed
• Flexible text generation for counterfactual fairness probing
  28 Jun 2022 0 repositories listed
• Human-AI Collaboration in Decision-Making: Beyond Learning to Defer
  27 Jun 2022 0 repositories listed
• Prisoners of Their Own Devices: How Models Induce Data Bias in Performative Prediction
  27 Jun 2022 0 repositories listed
• Achievement and Fragility of Long-term Equitability
  24 Jun 2022 0 repositories listed
• Bugs in Machine Learning-based Systems: A Faultload Benchmark
  24 Jun 2022 0 repositories listed
• A Disability Lens towards Biases in GPT-3 Generated Open-Ended Languages
  23 Jun 2022 0 repositories listed
• Context matters for fairness -- a case study on the effect of spatial distribution shifts
  23 Jun 2022 0 repositories listed
• Experts' View on Challenges and Needs for Fairness in Artificial Intelligence for Education
  23 Jun 2022 0 repositories listed
• Three Applications of Conformal Prediction for Rating Breast Density in Mammography
  23 Jun 2022 0 repositories listed
• Input-agnostic Certified Group Fairness via Gaussian Parameter Smoothing
  22 Jun 2022 0 repositories listed
• Multi-Access Point Coordination for Next-Gen Wi-Fi Networks Aided by Deep Reinforcement Learning
  22 Jun 2022 0 repositories listed
• Algorithmic Fairness and Vertical Equity: Income Fairness with IRS Tax Audit Models
  20 Jun 2022 0 repositories listed
• Multiple Fairness and Cardinality constraints for Students-Topics Grouping Problem
  20 Jun 2022 0 repositories listed
• The Right Tool for the Job: Open-Source Auditing Tools in Machine Learning
  20 Jun 2022 0 repositories listed
• Towards Trustworthy Edge Intelligence: Insights from Voice-Activated Services
  20 Jun 2022 0 repositories listed
• Adversarial Scrutiny of Evidentiary Statistical Software
  19 Jun 2022 0 repositories listed
• Fairness-aware Model-agnostic Positive and Unlabeled Learning
  19 Jun 2022 0 repositories listed
• Active Fairness Auditing
  16 Jun 2022 0 repositories listed
• Learning to Teach Fairness-aware Deep Multi-task Learning
  16 Jun 2022 0 repositories listed
• Metric-Fair Classifier Derandomization
  15 Jun 2022 0 repositories listed