Browse State-of-the-Art › Fairness › Papers, page 32

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 32 of 57: papers 3,101 to 3,200 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.

• Inclusive normalization of face images to passport format
  22 Dec 2023 0 repositories listed
• Large Language Model (LLM) Bias Index -- LLMBI
  22 Dec 2023 0 repositories listed
• SoK: Taming the Triangle -- On the Interplays between Fairness, Interpretability and Privacy in Machine Learning
  22 Dec 2023 0 repositories listed
• The Fairness Fair: Bringing Human Perception into Collective Decision-Making
  22 Dec 2023 0 repositories listed
• Fairness in Submodular Maximization over a Matroid Constraint
  21 Dec 2023 0 repositories listed
• Gaussian Harmony: Attaining Fairness in Diffusion-based Face Generation Models
  21 Dec 2023 0 repositories listed
• Learning Human-like Representations to Enable Learning Human Values
  21 Dec 2023 0 repositories listed
• Dynamic Fairness-Aware Spectrum Auction for Enhanced Licensed Shared Access in 6G Networks
  20 Dec 2023 0 repositories listed
• Learning Fair Policies for Multi-stage Selection Problems from Observational Data
  20 Dec 2023 0 repositories listed
• Comprehensive Validation on Reweighting Samples for Bias Mitigation via AIF360
  19 Dec 2023 0 repositories listed
• GroupMixNorm Layer for Learning Fair Models
  19 Dec 2023 0 repositories listed
• Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection
  19 Dec 2023 0 repositories listed
• An empirical study of testing machine learning in the wild
  19 Dec 2023 0 repositories listed
• Uncertainty-based Fairness Measures
  18 Dec 2023 0 repositories listed
• Democratize with Care: The need for fairness specific features in user-interface based open source AutoML tools
  16 Dec 2023 0 repositories listed
• How Far Can Fairness Constraints Help Recover From Biased Data?
  16 Dec 2023 0 repositories listed
• Online Restless Multi-Armed Bandits with Long-Term Fairness Constraints
  16 Dec 2023 0 repositories listed
• Proportional Representation in Metric Spaces and Low-Distortion Committee Selection
  16 Dec 2023 0 repositories listed
• TrojFair: Trojan Fairness Attacks
  16 Dec 2023 0 repositories listed
• An Information-Flow Perspective on Algorithmic Fairness
  15 Dec 2023 0 repositories listed
• Integrating Fairness and Model Pruning Through Bi-level Optimization
  15 Dec 2023 0 repositories listed
• Investigating Responsible AI for Scientific Research: An Empirical Study
  15 Dec 2023 0 repositories listed
• Mitigating Label Bias in Machine Learning: Fairness through Confident Learning
  14 Dec 2023 0 repositories listed
• Fair Active Learning in Low-Data Regimes
  13 Dec 2023 0 repositories listed
• Privacy Constrained Fairness Estimation for Decision Trees
  13 Dec 2023 0 repositories listed
• Stable Rivers: A Case Study in the Application of Text-to-Image Generative Models for Earth Sciences
  13 Dec 2023 0 repositories listed
• FairSISA: Ensemble Post-Processing to Improve Fairness of Unlearning in LLMs
  12 Dec 2023 0 repositories listed
• On the notion of Hallucinations from the lens of Bias and Validity in Synthetic CXR Images
  12 Dec 2023 0 repositories listed
• Tell, don't show: Declarative facts influence how LLMs generalize
  12 Dec 2023 0 repositories listed
• The Complexity of Envy-Free Graph Cutting
  12 Dec 2023 0 repositories listed
• METAL: Metamorphic Testing Framework for Analyzing Large-Language Model Qualities
  11 Dec 2023 0 repositories listed
• Testing Correctness, Fairness, and Robustness of Speech Emotion Recognition Models
  11 Dec 2023 0 repositories listed
• No prejudice! Fair Federated Graph Neural Networks for Personalized Recommendation
  10 Dec 2023 0 repositories listed
• Mitigating Nonlinear Algorithmic Bias in Binary Classification
  9 Dec 2023 0 repositories listed
• Multi-dimensional Fair Federated Learning
  9 Dec 2023 0 repositories listed
• Optimal Multi-Distribution Learning
  8 Dec 2023 0 repositories listed
• Stochastic-Constrained Stochastic Optimization with Markovian Data
  7 Dec 2023 0 repositories listed
• Temporal Fairness in Multiwinner Voting
  7 Dec 2023 0 repositories listed
• Fairness and Deception in Human Interactions with Artificial Agents
  6 Dec 2023 0 repositories listed
• Multi-Group Fairness Evaluation via Conditional Value-at-Risk Testing
  6 Dec 2023 0 repositories listed
• On The Fairness Impacts of Hardware Selection in Machine Learning
  6 Dec 2023 0 repositories listed
• Seller-side Outcome Fairness in Online Marketplaces
  6 Dec 2023 0 repositories listed
• Algorithmic Fairness with Feedback
  5 Dec 2023 0 repositories listed
• DP-SGD-Global-Adapt-V2-S: Triad Improvements of Privacy, Accuracy and Fairness via Step Decay Noise Multiplier and Step Decay Upper Clipping Threshold
  5 Dec 2023 0 repositories listed
• Detecting algorithmic bias in medical-AI models using trees
  5 Dec 2023 0 repositories listed
• Inspecting Model Fairness in Ultrasound Segmentation Tasks
  5 Dec 2023 0 repositories listed
• Multi-Criteria Client Selection and Scheduling with Fairness Guarantee for Federated Learning Service
  5 Dec 2023 0 repositories listed
• Explainable AI is Responsible AI: How Explainability Creates Trustworthy and Socially Responsible Artificial Intelligence
  4 Dec 2023 0 repositories listed
• Risk-Controlling Model Selection via Guided Bayesian Optimization
  4 Dec 2023 0 repositories listed
• Tackling Bias in Pre-trained Language Models: Current Trends and Under-represented Societies
  3 Dec 2023 0 repositories listed
• Towards Mitigating Perceived Unfairness in Contracts from a Non-Legal Stakeholder's Perspective
  3 Dec 2023 0 repositories listed
• Explaining Knock-on Effects of Bias Mitigation
  1 Dec 2023 0 repositories listed
• Questioning Biases in Case Judgment Summaries: Legal Datasets or Large Language Models?
  1 Dec 2023 0 repositories listed
• Causal Fairness under Unobserved Confounding: A Neural Sensitivity Framework
  30 Nov 2023 0 repositories listed
• Toward the Tradeoffs between Privacy, Fairness and Utility in Federated Learning
  30 Nov 2023 0 repositories listed
• Fair Text-to-Image Diffusion via Fair Mapping
  29 Nov 2023 0 repositories listed
• ROBBIE: Robust Bias Evaluation of Large Generative Language Models
  29 Nov 2023 0 repositories listed
• Survey on AI Ethics: A Socio-technical Perspective
  28 Nov 2023 0 repositories listed
• Utility Fairness in Contextual Dynamic Pricing with Demand Learning
  28 Nov 2023 0 repositories listed
• Automated discovery of trade-off between utility, privacy and fairness in machine learning models
  27 Nov 2023 0 repositories listed
• FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding
  27 Nov 2023 0 repositories listed
• Aiming to Minimize Alcohol-Impaired Road Fatalities: Utilizing Fairness-Aware and Domain Knowledge-Infused Artificial Intelligence
  25 Nov 2023 0 repositories listed
• RAISE -- Radiology AI Safety, an End-to-end lifecycle approach
  24 Nov 2023 0 repositories listed
• A Unified Framework for Fair Spectral Clustering With Effective Graph Learning
  23 Nov 2023 0 repositories listed
• Learning Optimal and Fair Policies for Online Allocation of Scarce Societal Resources from Data Collected in Deployment
  23 Nov 2023 0 repositories listed
• MedISure: Towards Assuring Machine Learning-based Medical Image Classifiers using Mixup Boundary Analysis
  23 Nov 2023 0 repositories listed
• Enhancing Logical Reasoning in Large Language Models to Facilitate Legal Applications
  22 Nov 2023 0 repositories listed
• Adversarial Reweighting Guided by Wasserstein Distance for Bias Mitigation
  21 Nov 2023 0 repositories listed
• Designing Long-term Group Fair Policies in Dynamical Systems
  21 Nov 2023 0 repositories listed
• Fair Enough? A map of the current limitations of the requirements to have fair algorithms
  21 Nov 2023 0 repositories listed
• Fair Polylog-Approximate Low-Cost Hierarchical Clustering
  21 Nov 2023 0 repositories listed
• Certification of Distributional Individual Fairness
  20 Nov 2023 0 repositories listed
• Measuring and Mitigating Biases in Motor Insurance Pricing
  20 Nov 2023 0 repositories listed
• A Turing Test: Are AI Chatbots Behaviorally Similar to Humans?
  19 Nov 2023 0 repositories listed
• Workforce pDEI: Productivity Coupled with DEI
  19 Nov 2023 0 repositories listed
• Learning Payment-Free Resource Allocation Mechanisms
  18 Nov 2023 0 repositories listed
• Bias A-head? Analyzing Bias in Transformer-Based Language Model Attention Heads
  17 Nov 2023 0 repositories listed
• Causal Fairness-Guided Dataset Reweighting using Neural Networks
  17 Nov 2023 0 repositories listed
• Is Conventional SNN Really Efficient? A Perspective from Network Quantization
  17 Nov 2023 0 repositories listed
• Beyond Detection: Unveiling Fairness Vulnerabilities in Abusive Language Models
  15 Nov 2023 0 repositories listed
• Enhancing Recommender System Performance by Histogram Equalization
  15 Nov 2023 0 repositories listed
• Social Bias Probing: Fairness Benchmarking for Language Models
  15 Nov 2023 0 repositories listed
• Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Values
  15 Nov 2023 0 repositories listed
• Functionality learning through specification instructions
  14 Nov 2023 0 repositories listed
• Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models
  14 Nov 2023 0 repositories listed
• Creating a Discipline-specific Commons for Infectious Disease Epidemiology
  12 Nov 2023 0 repositories listed
• Fairness Hacking: The Malicious Practice of Shrouding Unfairness in Algorithms
  12 Nov 2023 0 repositories listed
• Step by Step to Fairness: Attributing Societal Bias in Task-oriented Dialogue Systems
  11 Nov 2023 0 repositories listed
• Keystroke Verification Challenge (KVC): Biometric and Fairness Benchmark Evaluation
  10 Nov 2023 0 repositories listed
• Patience ensures fairness
  10 Nov 2023 0 repositories listed
• Search-Based Fairness Testing: An Overview
  10 Nov 2023 0 repositories listed
• Fair Wasserstein Coresets
  9 Nov 2023 0 repositories listed
• FireMatch: A Semi-Supervised Video Fire Detection Network Based on Consistency and Distribution Alignment
  9 Nov 2023 0 repositories listed
• Is a Seat at the Table Enough? Engaging Teachers and Students in Dataset Specification for ML in Education
  9 Nov 2023 0 repositories listed
• Kantian Deontology Meets AI Alignment: Towards Morally Grounded Fairness Metrics
  9 Nov 2023 0 repositories listed
• When Fairness Meets Privacy: Exploring Privacy Threats in Fair Binary Classifiers via Membership Inference Attacks
  7 Nov 2023 0 repositories listed
• Ultimatum game: regret or fairness?
  7 Nov 2023 0 repositories listed
• FinA: Fairness of Adverse Effects in Decision-Making of Human-Cyber-Physical-System
  6 Nov 2023 0 repositories listed
• Kindness in Multi-Agent Reinforcement Learning
  6 Nov 2023 0 repositories listed
• Strong statistical parity through fair synthetic data
  6 Nov 2023 0 repositories listed