Browse State-of-the-Art › Fairness › Papers, page 18

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 18 of 57: papers 1,701 to 1,800 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.

• Fair and Diverse DPP-based Data Summarization
  12 Feb 2018 1 repository listed Syntology 0 ran · 2 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Does mitigating ML's impact disparity require treatment disparity?
  19 Nov 2017 1 repository listed
• Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer
  17 Nov 2017 1 repository listed
• Multiwinner Voting with Fairness Constraints
  27 Oct 2017 1 repository listed
• Provably Fair Representations
  12 Oct 2017 1 repository listed
• On Fairness and Calibration
  6 Sep 2017 1 repository listed
• From Parity to Preference-based Notions of Fairness in Classification
  30 Jun 2017 1 repository listed
• A Convex Framework for Fair Regression
  7 Jun 2017 1 repository listed
• Beyond Parity: Fairness Objectives for Collaborative Filtering
  24 May 2017 1 repository listed
• Diverse Weighted Bipartite b-Matching
  23 Feb 2017 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Policy Learning with Observational Data
  9 Feb 2017 1 repository listed
• Iterative Orthogonal Feature Projection for Diagnosing Bias in Black-Box Models
  15 Nov 2016 1 repository listed
• A Confidence-Based Approach for Balancing Fairness and Accuracy
  21 Jan 2016 1 repository listed
• Censoring Representations with an Adversary
  18 Nov 2015 1 repository listed
• FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient
  17 Jul 2025 0 repositories listed
• FADE: Adversarial Concept Erasure in Flow Models
  16 Jul 2025 0 repositories listed
• Looking for Fairness in Recommender Systems
  16 Jul 2025 0 repositories listed
• Fairness-Aware Secure Integrated Sensing and Communications with Fractional Programming
  15 Jul 2025 0 repositories listed
• Meta-Reinforcement Learning for Fast and Data-Efficient Spectrum Allocation in Dynamic Wireless Networks
  13 Jul 2025 0 repositories listed
• Towards Collaborative Fairness in Federated Learning Under Imbalanced Covariate Shift
  11 Jul 2025 0 repositories listed
• Graph Learning
  8 Jul 2025 0 repositories listed
• LumiCRS: Asymmetric Contrastive Prototype Learning for Long-Tail Conversational Movie Recommendation
  7 Jul 2025 0 repositories listed
• BiFair: A Fairness-aware Training Framework for LLM-enhanced Recommender Systems via Bi-level Optimization
  6 Jul 2025 0 repositories listed
• IndianBailJudgments-1200: A Multi-Attribute Dataset for Legal NLP on Indian Bail Orders
  3 Jul 2025 0 repositories listed
• Is Reasoning All You Need? Probing Bias in the Age of Reasoning Language Models
  3 Jul 2025 0 repositories listed
• MateInfoUB: A Real-World Benchmark for Testing LLMs in Competitive, Multilingual, and Multimodal Educational Tasks
  3 Jul 2025 0 repositories listed
• Evaluating the Promise and Pitfalls of LLMs in Hiring Decisions
  2 Jul 2025 0 repositories listed
• Why Multi-Interest Fairness Matters: Hypergraph Contrastive Multi-Interest Learning for Fair Conversational Recommender System
  1 Jul 2025 0 repositories listed
• Artificial Delegates Resolve Fairness Issues in Perpetual Voting with Partial Turnout
  26 Jun 2025 0 repositories listed
• FeDa4Fair: Client-Level Federated Datasets for Fairness Evaluation
  26 Jun 2025 0 repositories listed
• Demonstration of effective UCB-based routing in skill-based queues on real-world data
  25 Jun 2025 0 repositories listed
• Producer-Fairness in Sequential Bundle Recommendation
  25 Jun 2025 0 repositories listed
• Causal-Aware Intelligent QoE Optimization for VR Interaction with Adaptive Keyframe Extraction
  24 Jun 2025 0 repositories listed
• Peer-to-Peer Energy Markets With Uniform Pricing: A Dynamic Operating Envelope Approach
  24 Jun 2025 0 repositories listed
• Multimodal Visual Image Based User Association and Beamforming Using Graph Neural Networks
  23 Jun 2025 0 repositories listed
• Quantifying Fairness in LLMs Beyond Tokens: A Semantic and Statistical Perspective
  23 Jun 2025 0 repositories listed
• Reading Smiles: Proxy Bias in Foundation Models for Facial Emotion Recognition
  23 Jun 2025 0 repositories listed
• Visibly Fair Mechanisms
  23 Jun 2025 0 repositories listed
• An Axiomatization of the Random Priority Rule
  22 Jun 2025 0 repositories listed
• AI based Content Creation and Product Recommendation Applications in E-commerce: An Ethical overview
  20 Jun 2025 0 repositories listed
• Client Selection Strategies for Federated Semantic Communications in Heterogeneous IoT Networks
  20 Jun 2025 0 repositories listed
• Soft decision trees for survival analysis
  20 Jun 2025 0 repositories listed
• What Is the Point of Equality in Machine Learning Fairness? Beyond Equality of Opportunity
  20 Jun 2025 0 repositories listed
• Fair Contracts in Principal-Agent Games with Heterogeneous Types
  18 Jun 2025 0 repositories listed
• Compositional Attribute Imbalance in Vision Datasets
  17 Jun 2025 0 repositories listed
• Computational Studies in Influencer Marketing: A Systematic Literature Review
  17 Jun 2025 0 repositories listed
• Convergence-Privacy-Fairness Trade-Off in Personalized Federated Learning
  17 Jun 2025 0 repositories listed
• Fair for a few: Improving Fairness in Doubly Imbalanced Datasets
  17 Jun 2025 0 repositories listed
• One Size Fits None: Rethinking Fairness in Medical AI
  17 Jun 2025 0 repositories listed
• Equitable Electronic Health Record Prediction with FAME: Fairness-Aware Multimodal Embedding
  16 Jun 2025 0 repositories listed
• Meta Optimality for Demographic Parity Constrained Regression via Post-Processing
  16 Jun 2025 0 repositories listed
• Fairness Research For Machine Learning Should Integrate Societal Considerations
  14 Jun 2025 0 repositories listed
• Towards Fairness Assessment of Dutch Hate Speech Detection
  14 Jun 2025 0 repositories listed
• Bias Amplification in RAG: Poisoning Knowledge Retrieval to Steer LLMs
  13 Jun 2025 0 repositories listed
• Exploring the Effectiveness of Deep Features from Domain-Specific Foundation Models in Retinal Image Synthesis
  13 Jun 2025 0 repositories listed
• Balancing Tails when Comparing Distributions: Comprehensive Equity Index (CEI) with Application to Bias Evaluation in Operational Face Biometrics
  12 Jun 2025 0 repositories listed
• FairASR: Fair Audio Contrastive Learning for Automatic Speech Recognition
  12 Jun 2025 0 repositories listed
• Preserving Task-Relevant Information Under Linear Concept Removal
  12 Jun 2025 0 repositories listed
• Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models
  12 Jun 2025 0 repositories listed
• GRAIL: A Benchmark for GRaph ActIve Learning in Dynamic Sensing Environments
  11 Jun 2025 0 repositories listed
• Towards Responsible AI: Advances in Safety, Fairness, and Accountability of Autonomous Systems
  11 Jun 2025 0 repositories listed
• Towards Fair Representation: Clustering and Consensus
  10 Jun 2025 0 repositories listed
• Societal AI Research Has Become Less Interdisciplinary
  10 Jun 2025 0 repositories listed
• Convergence of Spectral Principal Paths: How Deep Networks Distill Linear Representations from Noisy Inputs
  10 Jun 2025 0 repositories listed
• Fairness is Not Silence: Unmasking Vacuous Neutrality in Small Language Models
  10 Jun 2025 0 repositories listed
• FAIRTOPIA: Envisioning Multi-Agent Guardianship for Disrupting Unfair AI Pipelines
  10 Jun 2025 0 repositories listed
• Hateful Person or Hateful Model? Investigating the Role of Personas in Hate Speech Detection by Large Language Models
  10 Jun 2025 0 repositories listed
• Ensuring Reliability of Curated EHR-Derived Data: The Validation of Accuracy for LLM/ML-Extracted Information and Data (VALID) Framework
  9 Jun 2025 0 repositories listed
• Learning-Based Multiuser Scheduling in MIMO-OFDM Systems with Hybrid Beamforming
  9 Jun 2025 0 repositories listed
• Accelerating Spectral Clustering under Fairness Constraints
  9 Jun 2025 0 repositories listed
• Design and Evaluation of Deep Learning-Based Dual-Spectrum Image Fusion Methods
  9 Jun 2025 0 repositories listed
• FairDICE: Fairness-Driven Offline Multi-Objective Reinforcement Learning
  9 Jun 2025 0 repositories listed
• Fairness Overfitting in Machine Learning: An Information-Theoretic Perspective
  9 Jun 2025 0 repositories listed
• Hidden Bias in the Machine: Stereotypes in Text-to-Image Models
  9 Jun 2025 0 repositories listed
• Statistical Hypothesis Testing for Auditing Robustness in Language Models
  9 Jun 2025 0 repositories listed
• The World of AI: A Novel Approach to AI Literacy for First-year Engineering Students
  6 Jun 2025 0 repositories listed
• CO-VADA: A Confidence-Oriented Voice Augmentation Debiasing Approach for Fair Speech Emotion Recognition
  6 Jun 2025 0 repositories listed
• fairmetrics: An R package for group fairness evaluation
  6 Jun 2025 0 repositories listed
• EMO-Debias: Benchmarking Gender Debiasing Techniques in Multi-Label Speech Emotion Recognition
  5 Jun 2025 0 repositories listed
• FG 2025 TrustFAA: the First Workshop on Towards Trustworthy Facial Affect Analysis: Advancing Insights of Fairness, Explainability, and Safety (TrustFAA)
  5 Jun 2025 0 repositories listed
• Spectral Efficiency Maximization for mmWave MIMO-Aided Integrated Sensing and Communication Under Practical Constraints
  5 Jun 2025 0 repositories listed
• AI Agent Behavioral Science
  4 Jun 2025 0 repositories listed
• CLAIM: An Intent-Driven Multi-Agent Framework for Analyzing Manipulation in Courtroom Dialogues
  4 Jun 2025 0 repositories listed
• Crowd-SFT: Crowdsourcing for LLM Alignment
  4 Jun 2025 0 repositories listed
• FedFACT: A Provable Framework for Controllable Group-Fairness Calibration in Federated Learning
  4 Jun 2025 0 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Beamforming and Resource Allocation for Delay Optimization in RIS-Assisted OFDM Systems
  4 Jun 2025 0 repositories listed
• Learning Fair And Effective Points-Based Rewards Programs
  4 Jun 2025 0 repositories listed
• When Fairness Isn't Statistical: The Limits of Machine Learning in Evaluating Legal Reasoning
  4 Jun 2025 0 repositories listed
• A Pre-trained Framework for Multilingual Brain Decoding Using Non-invasive Recordings
  3 Jun 2025 0 repositories listed
• Enhancing Convergence, Privacy and Fairness for Wireless Personalized Federated Learning: Quantization-Assisted Min-Max Fair Scheduling
  3 Jun 2025 0 repositories listed
• Overcoming Challenges of Partial Client Participation in Federated Learning : A Comprehensive Review
  3 Jun 2025 0 repositories listed
• Refined Metrics, Sensing Limits, and Resource Allocation in OTFS-RSMA LEO ISAC
  3 Jun 2025 0 repositories listed
• AI Data Development: A Scorecard for the System Card Framework
  2 Jun 2025 0 repositories listed
• Can We Trust Machine Learning? The Reliability of Features from Open-Source Speech Analysis Tools for Speech Modeling
  2 Jun 2025 0 repositories listed
• Selecting for Less Discriminatory Algorithms: A Relational Search Framework for Navigating Fairness-Accuracy Trade-offs in Practice
  2 Jun 2025 0 repositories listed
• Stochastically Dominant Peer Prediction
  2 Jun 2025 0 repositories listed
• A Reinforcement Learning Approach for RIS-aided Fair Communications
  1 Jun 2025 0 repositories listed
• The Disparate Effects of Partial Information in Bayesian Strategic Learning
  31 May 2025 0 repositories listed
• A note on the Diversity Owen values
  30 May 2025 0 repositories listed
• Balancing Profit and Fairness in Risk-Based Pricing Markets
  30 May 2025 0 repositories listed

Syntology lines on 3 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.