Browse State-of-the-Art › Fairness › Papers, page 21
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 21 of 57: papers 2,001 to 2,100 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.
-
Efficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference Guidance26 Mar 2025 0 repositories listed
-
DeCAP: Context-Adaptive Prompt Generation for Debiasing Zero-shot Question Answering in Large Language Models25 Mar 2025 0 repositories listed
-
Reinforcing Clinical Decision Support through Multi-Agent Systems and Ethical AI Governance25 Mar 2025 0 repositories listed
-
Why Representation Engineering Works: A Theoretical and Empirical Study in Vision-Language Models25 Mar 2025 0 repositories listed
-
Evaluating Bias in LLMs for Job-Resume Matching: Gender, Race, and Education24 Mar 2025 0 repositories listed
-
Towards Responsible AI Music: an Investigation of Trustworthy Features for Creative Systems24 Mar 2025 0 repositories listed
-
Exploring Energy Landscapes for Minimal Counterfactual Explanations: Applications in Cybersecurity and Beyond23 Mar 2025 0 repositories listed
-
FROG: Fair Removal on Graphs23 Mar 2025 0 repositories listed
-
On the Origins of Sampling Bias: Implications on Fairness Measurement and Mitigation23 Mar 2025 0 repositories listed
-
Bandwidth Reservation for Time-Critical Vehicular Applications: A Multi-Operator Environment22 Mar 2025 0 repositories listed
-
Fairness-Driven LLM-based Causal Discovery with Active Learning and Dynamic Scoring21 Mar 2025 0 repositories listed
-
Principal Eigenvalue Regularization for Improved Worst-Class Certified Robustness of Smoothed Classifiers21 Mar 2025 0 repositories listed
-
Towards LLM Guardrails via Sparse Representation Steering21 Mar 2025 0 repositories listed
-
Attention Pruning: Automated Fairness Repair of Language Models via Surrogate Simulated Annealing20 Mar 2025 0 repositories listed
-
Empirical Analysis of Privacy-Fairness-Accuracy Trade-offs in Federated Learning: A Step Towards Responsible AI20 Mar 2025 0 repositories listed
-
From Structured Prompts to Open Narratives: Measuring Gender Bias in LLMs Through Open-Ended Storytelling20 Mar 2025 0 repositories listed
-
Partial Identification in Moment Models with Incomplete Data via Optimal Transport20 Mar 2025 0 repositories listed
-
RESFL: An Uncertainty-Aware Framework for Responsible Federated Learning by Balancing Privacy, Fairness and Utility in Autonomous Vehicles20 Mar 2025 0 repositories listed
-
Are Elites Meritocratic and Efficiency-Seeking? Evidence from MBA Students19 Mar 2025 0 repositories listed
-
Enforcing Consistency and Fairness in Multi-level Hierarchical Classification with a Mask-based Output Layer19 Mar 2025 0 repositories listed
-
Bias Evaluation and Mitigation in Retrieval-Augmented Medical Question-Answering Systems19 Mar 2025 0 repositories listed
-
MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models19 Mar 2025 0 repositories listed
-
pFedFair: Towards Optimal Group Fairness-Accuracy Trade-off in Heterogeneous Federated Learning19 Mar 2025 0 repositories listed
-
Gender and content bias in Large Language Models: a case study on Google Gemini 2.0 Flash Experimental18 Mar 2025 0 repositories listed
-
Cohort-attention Evaluation Metric against Tied Data: Studying Performance of Classification Models in Cancer Detection17 Mar 2025 0 repositories listed
-
OKRA: an Explainable, Heterogeneous, Multi-Stakeholder Job Recommender System17 Mar 2025 0 repositories listed
-
VeriContaminated: Assessing LLM-Driven Verilog Coding for Data Contamination17 Mar 2025 0 repositories listed
-
Debiasing Diffusion Model: Enhancing Fairness through Latent Representation Learning in Stable Diffusion Model16 Mar 2025 0 repositories listed
-
Negotiative Alignment: Embracing Disagreement to Achieve Fairer Outcomes -- Insights from Urban Studies16 Mar 2025 0 repositories listed
-
Scalable Min-Max Optimization via Primal-Dual Exact Pareto Optimization16 Mar 2025 0 repositories listed
-
Unveiling Pitfalls: Understanding Why AI-driven Code Agents Fail at GitHub Issue Resolution16 Mar 2025 0 repositories listed
-
FedTilt: Towards Multi-Level Fairness-Preserving and Robust Federated Learning15 Mar 2025 0 repositories listed
-
Optimal Hybrid Transmit Beamforming for mm-Wave Integrated Sensing and Communication15 Mar 2025 0 repositories listed
-
A Multi-Objective Evaluation Framework for Analyzing Utility-Fairness Trade-Offs in Machine Learning Systems14 Mar 2025 0 repositories listed
-
LLM Agents for Education: Advances and Applications14 Mar 2025 0 repositories listed
-
FedPCA: Noise-Robust Fair Federated Learning via Performance-Capacity Analysis13 Mar 2025 0 repositories listed
-
Identifying Trustworthiness Challenges in Deep Learning Models for Continental-Scale Water Quality Prediction13 Mar 2025 0 repositories listed
-
PluralLLM: Pluralistic Alignment in LLMs via Federated Learning13 Mar 2025 0 repositories listed
-
The Role of Hyperparameters in Predictive Multiplicity13 Mar 2025 0 repositories listed
-
EquiPy: Sequential Fairness using Optimal Transport in Python12 Mar 2025 0 repositories listed
-
Mitigating Membership Inference Vulnerability in Personalized Federated Learning12 Mar 2025 0 repositories listed
-
SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models12 Mar 2025 0 repositories listed
-
CAD-VAE: Leveraging Correlation-Aware Latents for Comprehensive Fair Disentanglement11 Mar 2025 0 repositories listed
-
Efficient and Accurate Estimation of Lipschitz Constants for Hybrid Quantum-Classical Decision Models11 Mar 2025 0 repositories listed
-
Exposing Product Bias in LLM Investment Recommendation11 Mar 2025 0 repositories listed
-
Learning Pareto manifolds in high dimensions: How can regularization help?11 Mar 2025 0 repositories listed
-
Llms, Virtual Users, and Bias: Predicting Any Survey Question Without Human Data11 Mar 2025 0 repositories listed
-
Reconfigurable Intelligent Sensing Surface enables Wireless Powered Communication Networks: Interference Suppression and Massive Wireless Energy Transfer11 Mar 2025 0 repositories listed
-
Sublinear Algorithms for Wasserstein and Total Variation Distances: Applications to Fairness and Privacy Auditing10 Mar 2025 0 repositories listed
-
The influence of missing data mechanisms and simple missing data handling techniques on fairness10 Mar 2025 0 repositories listed
-
Towards Large Language Models that Benefit for All: Benchmarking Group Fairness in Reward Models10 Mar 2025 0 repositories listed
-
Trustworthy Machine Learning via Memorization and the Granular Long-Tail: A Survey on Interactions, Tradeoffs, and Beyond10 Mar 2025 0 repositories listed
-
A Quantitative Evaluation of the Expressivity of BMI, Pose and Gender in Body Embeddings for Recognition and Identification9 Mar 2025 0 repositories listed
-
Fairness-aware organ exchange and kidney paired donation9 Mar 2025 0 repositories listed
-
A Frank System for Co-Evolutionary Hybrid Decision-Making8 Mar 2025 0 repositories listed
-
Do Fairness Interventions Come at the Cost of Privacy: Evaluations for Binary Classifiers8 Mar 2025 0 repositories listed
-
Fine-Grained Bias Detection in LLM: Enhancing detection mechanisms for nuanced biases8 Mar 2025 0 repositories listed
-
Gradient-Driven Graph Neural Networks for Learning Digital and Hybrid Precoder8 Mar 2025 0 repositories listed
-
The AI Pentad, the CHARME²D Model, and an Assessment of Current-State AI Regulation8 Mar 2025 0 repositories listed
-
AutoTestForge: A Multidimensional Automated Testing Framework for Natural Language Processing Models7 Mar 2025 0 repositories listed
-
Fairness-Aware Low-Rank Adaptation Under Demographic Privacy Constraints7 Mar 2025 0 repositories listed
-
Dynamic Pricing for On-Demand DNN Inference in the Edge-AI Market6 Mar 2025 0 repositories listed
-
Precoder Learning for Weighted Sum Rate Maximization6 Mar 2025 0 repositories listed
-
Human Implicit Preference-Based Policy Fine-tuning for Multi-Agent Reinforcement Learning in USV Swarm5 Mar 2025 0 repositories listed
-
Knowledge Augmentation in Federation: Rethinking What Collaborative Learning Can Bring Back to Decentralized Data5 Mar 2025 0 repositories listed
-
Towards Trustworthy Federated Learning5 Mar 2025 0 repositories listed
-
Transformer-Based Power Optimization for Max-Min Fairness in Cell-Free Massive MIMO5 Mar 2025 0 repositories listed
-
EchoQA: A Large Collection of Instruction Tuning Data for Echocardiogram Reports4 Mar 2025 0 repositories listed
-
Fair Play in the Fast Lane: Integrating Sportsmanship into Autonomous Racing Systems4 Mar 2025 0 repositories listed
-
FairSense-AI: Responsible AI Meets Sustainability4 Mar 2025 0 repositories listed
-
Multiaccuracy and Multicalibration via Proxy Groups4 Mar 2025 0 repositories listed
-
Privacy-Preserving Fair Synthetic Tabular Data4 Mar 2025 0 repositories listed
-
Towards Explainable Doctor Recommendation with Large Language Models4 Mar 2025 0 repositories listed
-
Deep Reinforcement Learning-Based User Association in Hybrid LiFi/WiFi Indoor Networks3 Mar 2025 0 repositories listed
-
MAB-Based Channel Scheduling for Asynchronous Federated Learning in Non-Stationary Environments3 Mar 2025 0 repositories listed
-
Towards Multi-Stakeholder Evaluation of ML Models: A Crowdsourcing Study on Metric Preferences in Job-matching System3 Mar 2025 0 repositories listed
-
Keynesian Beauty Contest in Morocco's Public Procurement Reform2 Mar 2025 0 repositories listed
-
Traffic Priority-Aware 5G NR-U/Wi-Fi Coexistence with Deep Reinforcement Learning1 Mar 2025 0 repositories listed
-
Investigating the Relationship Between Debiasing and Artifact Removal using Saliency Maps28 Feb 2025 0 repositories listed
-
Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models28 Feb 2025 0 repositories listed
-
ProBench: Benchmarking Large Language Models in Competitive Programming28 Feb 2025 0 repositories listed
-
XAIxArts Manifesto: Explainable AI for the Arts28 Feb 2025 0 repositories listed
-
Large Language Model Strategic Reasoning Evaluation through Behavioral Game Theory27 Feb 2025 0 repositories listed
-
Mapping Trustworthiness in Large Language Models: A Bibliometric Analysis Bridging Theory to Practice27 Feb 2025 0 repositories listed
-
When does a predictor know its own loss?27 Feb 2025 0 repositories listed
-
Pilot and Data Power Control for Uplink Cell-free massive MIMO26 Feb 2025 0 repositories listed
-
An Overview of Large Language Models for Statisticians25 Feb 2025 0 repositories listed
-
Defining bias in AI-systems: Biased models are fair models25 Feb 2025 0 repositories listed
-
EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models25 Feb 2025 0 repositories listed
-
Exploring Gender Disparities in Automatic Speech Recognition Technology25 Feb 2025 0 repositories listed
-
FinP: Fairness-in-Privacy in Federated Learning by Addressing Disparities in Privacy Risk25 Feb 2025 0 repositories listed
-
MAFE: Multi-Agent Fair Environments for Decision-Making Systems25 Feb 2025 0 repositories listed
-
Unmasking Gender Bias in Recommendation Systems and Enhancing Category-Aware Fairness25 Feb 2025 0 repositories listed
-
Achieving Fair PCA Using Joint Eigenvalue Decomposition24 Feb 2025 0 repositories listed
-
Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives24 Feb 2025 0 repositories listed
-
Vision Language Models in Medicine24 Feb 2025 0 repositories listed
-
PLS-based approach for fair representation learning22 Feb 2025 0 repositories listed
-
Reproducibility Study of Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation22 Feb 2025 0 repositories listed
-
A Comprehensive Survey on the Trustworthiness of Large Language Models in Healthcare21 Feb 2025 0 repositories listed
-
Blockchain-based Framework for Scalable and Incentivized Federated Learning20 Feb 2025 0 repositories listed