Browse State-of-the-Art › Fairness › Papers, page 49

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 49 of 57: papers 4,801 to 4,900 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.

• Everything is Relative: Understanding Fairness with Optimal Transport
  20 Feb 2021 0 repositories listed
• Fair Sparse Regression with Clustering: An Invex Relaxation for a Combinatorial Problem
  19 Feb 2021 0 repositories listed
• User Subgrouping in Multicast Massive MIMO over Spatially Correlated Rayleigh Fading Channels
  19 Feb 2021 0 repositories listed
• Strategic bidding in freight transport using deep reinforcement learning
  18 Feb 2021 0 repositories listed
• Sustainable and Resilient Systems for Intergenerational Justice
  18 Feb 2021 0 repositories listed
• Evaluating Fairness of Machine Learning Models Under Uncertain and Incomplete Information
  16 Feb 2021 0 repositories listed
• Lexicographically Fair Learning: Algorithms and Generalization
  16 Feb 2021 0 repositories listed
• Towards the Right Kind of Fairness in AI
  16 Feb 2021 0 repositories listed
• AI Ethics Needs Good Data
  15 Feb 2021 0 repositories listed
• Fair and Optimal Cohort Selection for Linear Utilities
  15 Feb 2021 0 repositories listed
• On the Impact of Device and Behavioral Heterogeneity in Federated Learning
  15 Feb 2021 0 repositories listed
• Where to locate COVID-19 mass vaccination facilities?
  15 Feb 2021 0 repositories listed
• Long-Term Resource Allocation Fairness in Average Markov Decision Process (AMDP) Environment
  14 Feb 2021 0 repositories listed
• Learning in Multi-Stage Decentralized Matching Markets
  13 Feb 2021 0 repositories listed
• MIMIC-IF: Interpretability and Fairness Evaluation of Deep Learning Models on MIMIC-IV Dataset
  12 Feb 2021 0 repositories listed
• Technical Challenges for Training Fair Neural Networks
  12 Feb 2021 0 repositories listed
• Disentangled Representations from Non-Disentangled Models
  11 Feb 2021 0 repositories listed
• Fairness-Aware PAC Learning from Corrupted Data
  11 Feb 2021 0 repositories listed
• Fairness Through Regularization for Learning to Rank
  11 Feb 2021 0 repositories listed
• Investigating Trade-offs in Utility, Fairness and Differential Privacy in Neural Networks
  11 Feb 2021 0 repositories listed
• Regret, stability & fairness in matching markets with bandit learners
  11 Feb 2021 0 repositories listed
• Testing Framework for Black-box AI Models
  11 Feb 2021 0 repositories listed
• Output Perturbation for Differentially Private Convex Optimization: Faster and More General
  9 Feb 2021 0 repositories listed
• Regularization Strategies for Quantile Regression
  9 Feb 2021 0 repositories listed
• A Ranking Approach to Fair Classification
  8 Feb 2021 0 repositories listed
• Learning to Generate Fair Clusters from Demonstrations
  8 Feb 2021 0 repositories listed
• Privacy-Preserving Near Neighbor Search via Sparse Coding with Ambiguation
  8 Feb 2021 0 repositories listed
• Assessing Fairness in Classification Parity of Machine Learning Models in Healthcare
  7 Feb 2021 0 repositories listed
• BeFair: Addressing Fairness in the Banking Sector
  3 Feb 2021 0 repositories listed
• Fairness for Unobserved Characteristics: Insights from Technological Impacts on Queer Communities
  3 Feb 2021 0 repositories listed
• Impact of Data Processing on Fairness in Supervised Learning
  3 Feb 2021 0 repositories listed
• Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice
  3 Feb 2021 0 repositories listed
• One Label, One Billion Faces: Usage and Consistency of Racial Categories in Computer Vision
  3 Feb 2021 0 repositories listed
• Agent Incentives: A Causal Perspective
  2 Feb 2021 0 repositories listed
• Emergent Unfairness in Algorithmic Fairness-Accuracy Trade-Off Research
  1 Feb 2021 0 repositories listed
• Quantum Fair Machine Learning
  1 Feb 2021 0 repositories listed
• Resource Allocation for Mixed Numerology NOMA
  1 Feb 2021 0 repositories listed
• Priority-based Post-Processing Bias Mitigation for Individual and Group Fairness
  31 Jan 2021 0 repositories listed
• Fairness through Social Welfare Optimization
  30 Jan 2021 0 repositories listed
• When the Umpire is also a Player: Bias in Private Label Product Recommendations on E-commerce Marketplaces
  30 Jan 2021 0 repositories listed
• Beyond traditional assumptions in fair machine learning
  29 Jan 2021 0 repositories listed
• Fair Resource Allocation for Demands with Sharp Lower Tail Inequalities
  29 Jan 2021 0 repositories listed
• Fairness for Whom? Understanding the Reader's Perception of Fairness in Text Summarization
  29 Jan 2021 0 repositories listed
• A Balance for Fairness: Fair Distribution Utilising Physics in Games of Characteristic Function Form
  27 Jan 2021 0 repositories listed
• A Hybrid 2-stage Neural Optimization for Pareto Front Extraction
  27 Jan 2021 0 repositories listed
• Black Feminist Musings on Algorithmic Oppression
  25 Jan 2021 0 repositories listed
• Performance of Cell-Free MmWave Massive MIMO Systems with Fronthaul Compression and DAC Quantization
  25 Jan 2021 0 repositories listed
• Re-imagining Algorithmic Fairness in India and Beyond
  25 Jan 2021 0 repositories listed
• Optimal Pre-Processing to Achieve Fairness and Its Relationship with Total Variation Barycenter
  18 Jan 2021 0 repositories listed
• Responsible AI Challenges in End-to-end Machine Learning
  15 Jan 2021 0 repositories listed
• Reviving Purpose Limitation and Data Minimisation in Data-Driven Systems
  15 Jan 2021 0 repositories listed
• Supervised Transfer Learning at Scale for Medical Imaging
  14 Jan 2021 0 repositories listed
• Bandwidth Allocation for Multiple Federated Learning Services in Wireless Edge Networks
  10 Jan 2021 0 repositories listed
• A Tale of Fairness Revisited: Beyond Adversarial Learning for Deep Neural Network Fairness
  8 Jan 2021 0 repositories listed
• From Learning to Relearning: A Framework for Diminishing Bias in Social Robot Navigation
  7 Jan 2021 0 repositories listed
• Fairness with Continuous Optimal Transport
  6 Jan 2021 0 repositories listed
• Characterizing Intersectional Group Fairness with Worst-Case Comparisons
  5 Jan 2021 0 repositories listed
• Fair Training of Decision Tree Classifiers
  4 Jan 2021 0 repositories listed
• A Technical and Normative Investigation of Social Bias Amplification
  1 Jan 2021 0 repositories listed
• Approximate Birkhoff-von-Neumann decomposition: a differentiable approach
  1 Jan 2021 0 repositories listed
• Attainability and Optimality: The Equalized-Odds Fairness Revisited
  1 Jan 2021 0 repositories listed
• Blind Pareto Fairness and Subgroup Robustness
  1 Jan 2021 0 repositories listed
• Counterfactual Fairness through Data Preprocessing
  1 Jan 2021 0 repositories listed
• Fair Differential Privacy Can Mitigate the Disparate Impact on Model Accuracy
  1 Jan 2021 0 repositories listed
• Fair Empirical Risk Minimization via Exponential Rényi Mutual Information
  1 Jan 2021 0 repositories listed
• Fairness guarantee in analysis of incomplete data
  1 Jan 2021 0 repositories listed
• Fast MNAS: Uncertainty-aware Neural Architecture Search with Lifelong Learning
  1 Jan 2021 0 repositories listed
• Generative Auto-Encoder: Non-adversarial Controllable Synthesis with Disentangled Exploration
  1 Jan 2021 0 repositories listed
• Generative Fairness Teaching
  1 Jan 2021 0 repositories listed
• Individually Fair Rankings
  1 Jan 2021 0 repositories listed
• Representation and Bias in Multilingual NLP: Insights from Controlled Experiments on Conditional Language Modeling
  1 Jan 2021 0 repositories listed
• Socially Responsible AI Algorithms: Issues, Purposes, and Challenges
  1 Jan 2021 0 repositories listed
• Zero-shot Fairness with Invisible Demographics
  1 Jan 2021 0 repositories listed
• Fairness in Machine Learning
  31 Dec 2020 0 repositories listed
• A Maximal Correlation Approach to Imposing Fairness in Machine Learning
  30 Dec 2020 0 repositories listed
• Provably Training Overparameterized Neural Network Classifiers with Non-convex Constraints
  30 Dec 2020 0 repositories listed
• Fairness-Oriented User Scheduling for Bursty Downlink Transmission Using Multi-Agent Reinforcement Learning
  30 Dec 2020 0 repositories listed
• Prosocial Norm Emergence in Multiagent Systems
  29 Dec 2020 0 repositories listed
• Towards Fair Deep Anomaly Detection
  29 Dec 2020 0 repositories listed
• A Regret bound for Non-stationary Multi-Armed Bandits with Fairness Constraints
  24 Dec 2020 0 repositories listed
• Confronting Abusive Language Online: A Survey from the Ethical and Human Rights Perspective
  22 Dec 2020 0 repositories listed
• Unbiased Subdata Selection for Fair Classification: A Unified Framework and Scalable Algorithms
  22 Dec 2020 0 repositories listed
• Fairness, Welfare, and Equity in Personalized Pricing
  21 Dec 2020 0 repositories listed
• The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal Perspective
  21 Dec 2020 0 repositories listed
• Biased Models Have Biased Explanations
  20 Dec 2020 0 repositories listed
• Fundamental Limits and Tradeoffs in Invariant Representation Learning
  19 Dec 2020 0 repositories listed
• Affirmative Algorithms: The Legal Grounds for Fairness as Awareness
  18 Dec 2020 0 repositories listed
• Fair for All: Best-effort Fairness Guarantees for Classification
  18 Dec 2020 0 repositories listed
• Fairness and Accuracy in Federated Learning
  18 Dec 2020 0 repositories listed
• Hiring from a pool of workers
  17 Dec 2020 0 repositories listed
• I3DOL: Incremental 3D Object Learning without Catastrophic Forgetting
  16 Dec 2020 0 repositories listed
• Latent-CF: A Simple Baseline for Reverse Counterfactual Explanations
  16 Dec 2020 0 repositories listed
• Online Learning Demands in Max-min Fairness
  15 Dec 2020 0 repositories listed
• Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning
  14 Dec 2020 0 repositories listed
• Noisy Linear Convergence of Stochastic Gradient Descent for CV@R Statistical Learning under Polyak-Łojasiewicz Conditions
  14 Dec 2020 0 repositories listed
• Demystifying Deep Neural Networks Through Interpretation: A Survey
  13 Dec 2020 0 repositories listed
• Trading the System Efficiency for the Income Equality of Drivers in Rideshare
  12 Dec 2020 0 repositories listed
• Conceptualization and Framework of Hybrid Intelligence Systems
  11 Dec 2020 0 repositories listed
• TARA: Training and Representation Alteration for AI Fairness and Domain Generalization
  11 Dec 2020 0 repositories listed
• Investigating Bias in Image Classification using Model Explanations
  10 Dec 2020 0 repositories listed