Browse State-of-the-Art › Fairness › Papers, page 33

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 33 of 57: papers 3,201 to 3,300 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.

• Multi-objective Reinforcement Learning with Nonlinear Preferences: Provable Approximation for Maximizing Expected Scalarized Return
  5 Nov 2023 0 repositories listed
• LLMs grasp morality in concept
  4 Nov 2023 0 repositories listed
• Post Turing: Mapping the landscape of LLM Evaluation
  3 Nov 2023 0 repositories listed
• Better Fair than Sorry: Adversarial Missing Data Imputation for Fair GNNs
  2 Nov 2023 0 repositories listed
• Dynamic Fair Federated Learning Based on Reinforcement Learning
  2 Nov 2023 0 repositories listed
• Responsible Emergent Multi-Agent Behavior
  2 Nov 2023 0 repositories listed
• FAIRLABEL: Correcting Bias in Labels
  1 Nov 2023 0 repositories listed
• Noise Correction on Subjective Datasets
  1 Nov 2023 0 repositories listed
• On the Opportunities of Green Computing: A Survey
  1 Nov 2023 0 repositories listed
• Probing Explicit and Implicit Gender Bias through LLM Conditional Text Generation
  1 Nov 2023 0 repositories listed
• FairWASP: Fast and Optimal Fair Wasserstein Pre-processing
  31 Oct 2023 0 repositories listed
• Parametric Fairness with Statistical Guarantees
  31 Oct 2023 0 repositories listed
• Assessment of Differentially Private Synthetic Data for Utility and Fairness in End-to-End Machine Learning Pipelines for Tabular Data
  30 Oct 2023 0 repositories listed
• Causal Fair Metric: Bridging Causality, Individual Fairness, and Adversarial Robustness
  30 Oct 2023 0 repositories listed
• On Measuring Fairness in Generative Models
  30 Oct 2023 0 repositories listed
• Towards Practical Non-Adversarial Distribution Matching
  30 Oct 2023 0 repositories listed
• Unmasking Bias in AI: A Systematic Review of Bias Detection and Mitigation Strategies in Electronic Health Record-based Models
  30 Oct 2023 0 repositories listed
• N-Critics: Self-Refinement of Large Language Models with Ensemble of Critics
  28 Oct 2023 0 repositories listed
• Using Early Readouts to Mediate Featural Bias in Distillation
  28 Oct 2023 0 repositories listed
• WCLD: Curated Large Dataset of Criminal Cases from Wisconsin Circuit Courts
  28 Oct 2023 0 repositories listed
• Optimal Pricing for Data-Augmented AutoML Marketplaces
  27 Oct 2023 0 repositories listed
• Do Not Harm Protected Groups in Debiasing Language Representation Models
  27 Oct 2023 0 repositories listed
• Prioritising Interactive Flows in Data Center Networks With Central Control
  27 Oct 2023 0 repositories listed
• Proportional Fairness in Clustering: A Social Choice Perspective
  27 Oct 2023 0 repositories listed
• Weighted Sampled Split Learning (WSSL): Balancing Privacy, Robustness, and Fairness in Distributed Learning Environments
  27 Oct 2023 0 repositories listed
• Counterfactual Fairness for Predictions using Generative Adversarial Networks
  26 Oct 2023 0 repositories listed
• LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval Dataset
  26 Oct 2023 0 repositories listed
• Identifying Reasons for Bias: An Argumentation-Based Approach
  25 Oct 2023 0 repositories listed
• On the Interplay between Fairness and Explainability
  25 Oct 2023 0 repositories listed
• On Responsible Machine Learning Datasets with Fairness, Privacy, and Regulatory Norms
  24 Oct 2023 0 repositories listed
• Robust Representation Learning for Unified Online Top-K Recommendation
  24 Oct 2023 0 repositories listed
• A Canonical Data Transformation for Achieving Inter- and Within-group Fairness
  23 Oct 2023 0 repositories listed
• Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular Classifications
  23 Oct 2023 0 repositories listed
• Marginal Nodes Matter: Towards Structure Fairness in Graphs
  23 Oct 2023 0 repositories listed
• "One-Size-Fits-All"? Examining Expectations around What Constitute "Fair" or "Good" NLG System Behaviors
  23 Oct 2023 0 repositories listed
• Fairness-aware Optimal Graph Filter Design
  22 Oct 2023 0 repositories listed
• Distributionally Robust Optimization with Bias and Variance Reduction
  21 Oct 2023 0 repositories listed
• Robust NOMA-assisted OTFS-ISAC Network Design with 3D Motion Prediction Topology
  21 Oct 2023 0 repositories listed
• A Data-Centric Multi-Objective Learning Framework for Responsible Recommendation Systems
  20 Oct 2023 0 repositories listed
• Challenges and Contributing Factors in the Utilization of Large Language Models (LLMs)
  20 Oct 2023 0 repositories listed
• She had Cobalt Blue Eyes: Prompt Testing to Create Aligned and Sustainable Language Models
  20 Oct 2023 0 repositories listed
• Dissecting Causal Biases
  20 Oct 2023 0 repositories listed
• FairBranch: Mitigating Bias Transfer in Fair Multi-task Learning
  20 Oct 2023 0 repositories listed
• FERI: A Multitask-based Fairness Achieving Algorithm with Applications to Fair Organ Transplantation
  20 Oct 2023 0 repositories listed
• A Theoretical Approach to Characterize the Accuracy-Fairness Trade-off Pareto Frontier
  19 Oct 2023 0 repositories listed
• Constrained Reweighting of Distributions: an Optimal Transport Approach
  19 Oct 2023 0 repositories listed
• Exploring Graph Neural Networks for Indian Legal Judgment Prediction
  19 Oct 2023 0 repositories listed
• Unified Browsing Models for Linear and Grid Layouts
  19 Oct 2023 0 repositories listed
• Auction-Based Scheduling
  18 Oct 2023 0 repositories listed
• Fairer and More Accurate Tabular Models Through NAS
  18 Oct 2023 0 repositories listed
• Algorithmic Robustness
  17 Oct 2023 0 repositories listed
• From Identifiable Causal Representations to Controllable Counterfactual Generation: A Survey on Causal Generative Modeling
  17 Oct 2023 0 repositories listed
• Studying the Effects of Sex-related Differences on Brain Age Prediction using brain MR Imaging
  17 Oct 2023 0 repositories listed
• The Sponge Cake Dilemma over the Nile: Achieving Fairness in Resource Allocation with Cake Cutting Algorithms
  16 Oct 2023 0 repositories listed
• Towards Fair and Calibrated Models
  16 Oct 2023 0 repositories listed
• A Critical Survey on Fairness Benefits of Explainable AI
  15 Oct 2023 0 repositories listed
• Towards Deep Learning Models Resistant to Transfer-based Adversarial Attacks via Data-centric Robust Learning
  15 Oct 2023 0 repositories listed
• When Collaborative Filtering is not Collaborative: Unfairness of PCA for Recommendations
  15 Oct 2023 0 repositories listed
• Efficient Model-Agnostic Multi-Group Equivariant Networks
  14 Oct 2023 0 repositories listed
• Identifying and examining machine learning biases on Adult dataset
  13 Oct 2023 0 repositories listed
• "Im not Racist but...": Discovering Bias in the Internal Knowledge of Large Language Models
  13 Oct 2023 0 repositories listed
• Path To Gain Functional Transparency In Artificial Intelligence With Meaningful Explainability
  13 Oct 2023 0 repositories listed
• The Impact of Explanations on Fairness in Human-AI Decision-Making: Protected vs Proxy Features
  12 Oct 2023 0 repositories listed
• Mitigating stereotypical biases in text to image generative systems
  10 Oct 2023 0 repositories listed
• A Review of the Ethics of Artificial Intelligence and its Applications in the United States
  9 Oct 2023 0 repositories listed
• Fair Classifiers that Abstain without Harm
  9 Oct 2023 0 repositories listed
• Foundation Models Meet Visualizations: Challenges and Opportunities
  9 Oct 2023 0 repositories listed
• On Prediction-Modelers and Decision-Makers: Why Fairness Requires More Than a Fair Prediction Model
  9 Oct 2023 0 repositories listed
• Resolving the Imbalance Issue in Hierarchical Disciplinary Topic Inference via LLM-based Data Augmentation
  9 Oct 2023 0 repositories listed
• Unleashing the power of Neural Collapse for Transferability Estimation
  9 Oct 2023 0 repositories listed
• Fair Feature Importance Scores for Interpreting Tree-Based Methods and Surrogates
  6 Oct 2023 0 repositories listed
• Nash Welfare and Facility Location
  6 Oct 2023 0 repositories listed
• Interventions Against Machine-Assisted Statistical Discrimination
  6 Oct 2023 0 repositories listed
• Multimarginal generative modeling with stochastic interpolants
  5 Oct 2023 0 repositories listed
• Rethinking Fairness for Human-AI Collaboration
  5 Oct 2023 0 repositories listed
• Developing a Novel Holistic, Personalized Dementia Risk Prediction Model via Integration of Machine Learning and Network Systems Biology Approaches
  4 Oct 2023 0 repositories listed
• Digital Ethics in Federated Learning
  4 Oct 2023 0 repositories listed
• Fair Feature Selection: A Comparison of Multi-Objective Genetic Algorithms
  4 Oct 2023 0 repositories listed
• Fairness-enhancing mixed effects deep learning improves fairness on in- and out-of-distribution clustered (non-iid) data
  4 Oct 2023 0 repositories listed
• Beyond-Accuracy: A Review on Diversity, Serendipity and Fairness in Recommender Systems Based on Graph Neural Networks
  3 Oct 2023 0 repositories listed
• FairVision: Equitable Deep Learning for Eye Disease Screening via Fair Identity Scaling
  3 Oct 2023 0 repositories listed
• Nash Regret Guarantees for Linear Bandits
  3 Oct 2023 0 repositories listed
• A Learning Based Scheme for Fair Timeliness in Sparse Gossip Networks
  2 Oct 2023 0 repositories listed
• Estimating and Implementing Conventional Fairness Metrics With Probabilistic Protected Features
  2 Oct 2023 0 repositories listed
• A Brief History of Prompt: Leveraging Language Models. (Through Advanced Prompting)
  30 Sep 2023 0 repositories listed
• Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools
  29 Sep 2023 0 repositories listed
• Constant Approximation for Individual Preference Stable Clustering
  28 Sep 2023 0 repositories listed
• Anti-Matthew FL: Bridging the Performance Gap in Federated Learning to Counteract the Matthew Effect
  28 Sep 2023 0 repositories listed
• Max-Sliced Mutual Information
  28 Sep 2023 0 repositories listed
• Towards Poisoning Fair Representations
  28 Sep 2023 0 repositories listed
• Parallel Multi-Objective Hyperparameter Optimization with Uniform Normalization and Bounded Objectives
  26 Sep 2023 0 repositories listed
• Fairness and Bias in Algorithmic Hiring: a Multidisciplinary Survey
  25 Sep 2023 0 repositories listed
• (Predictable) Performance Bias in Unsupervised Anomaly Detection
  25 Sep 2023 0 repositories listed
• Design Principles of Robust Multi-Armed Bandit Framework in Video Recommendations
  24 Sep 2023 0 repositories listed
• Survey of Social Bias in Vision-Language Models
  24 Sep 2023 0 repositories listed
• Beyond Fairness: Age-Harmless Parkinson's Detection via Voice
  23 Sep 2023 0 repositories listed
• Penalties and Rewards for Fair Learning in Paired Kidney Exchange Programs
  23 Sep 2023 0 repositories listed
• FairComp: Workshop on Fairness and Robustness in Machine Learning for Ubiquitous Computing
  22 Sep 2023 0 repositories listed
• Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments
  22 Sep 2023 0 repositories listed
• Dr. FERMI: A Stochastic Distributionally Robust Fair Empirical Risk Minimization Framework
  20 Sep 2023 0 repositories listed