Browse State-of-the-Art › Fairness › Papers, page 47

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 47 of 57: papers 4,601 to 4,700 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.

• Gender Bias in Text: Origin, Taxonomy, and Implications
  1 Aug 2021 0 repositories listed
• Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets
  1 Aug 2021 0 repositories listed
• Fair Representation Learning using Interpolation Enabled Disentanglement
  31 Jul 2021 0 repositories listed
• Adaptation and Generalization for Unknown Sensitive Factors of Variations
  28 Jul 2021 0 repositories listed
• New Metrics to Evaluate the Performance and Fairness of Personalized Federated Learning
  28 Jul 2021 0 repositories listed
• A Free and Fair Economy: A Game of Justice and Inclusion
  27 Jul 2021 0 repositories listed
• Adversarial Stacked Auto-Encoders for Fair Representation Learning
  27 Jul 2021 0 repositories listed
• Statistical Guarantees for Fairness Aware Plug-In Algorithms
  27 Jul 2021 0 repositories listed
• Measuring Ethics in AI with AI: A Methodology and Dataset Construction
  26 Jul 2021 0 repositories listed
• On Blame Attribution for Accountable Multi-Agent Sequential Decision Making
  26 Jul 2021 0 repositories listed
• Federated Learning with Fair Worker Selection: A Multi-Round Submodular Maximization Approach
  25 Jul 2021 0 repositories listed
• What are you optimizing for? Aligning Recommender Systems with Human Values
  22 Jul 2021 0 repositories listed
• A Deep Reinforcement Learning Approach for Fair Traffic Signal Control
  21 Jul 2021 0 repositories listed
• Leave-one-out Unfairness
  21 Jul 2021 0 repositories listed
• Understanding Gender and Racial Disparities in Image Recognition Models
  20 Jul 2021 0 repositories listed
• Multimodal Reward Shaping for Efficient Exploration in Reinforcement Learning
  19 Jul 2021 0 repositories listed
• Desiderata for Explainable AI in statistical production systems of the European Central Bank
  18 Jul 2021 0 repositories listed
• Probabilistic Verification of Neural Networks Against Group Fairness
  18 Jul 2021 0 repositories listed
• Automatic Fairness Testing of Neural Classifiers through Adversarial Sampling
  17 Jul 2021 0 repositories listed
• Learning to Limit Data Collection via Scaling Laws: A Computational Interpretation for the Legal Principle of Data Minimization
  16 Jul 2021 0 repositories listed
• DiRe Committee : Diversity and Representation Constraints in Multiwinner Elections
  15 Jul 2021 0 repositories listed
• Two-Sided Matching Meets Fair Division
  15 Jul 2021 0 repositories listed
• On the impossibility of non-trivial accuracy under fairness constraints
  14 Jul 2021 0 repositories listed
• Fairness-aware Summarization for Justified Decision-Making
  13 Jul 2021 0 repositories listed
• Making Auctions Robust to Aftermarkets
  13 Jul 2021 0 repositories listed
• Trustworthy AI: A Computational Perspective
  12 Jul 2021 0 repositories listed
• Escaping the Impossibility of Fairness: From Formal to Substantive Algorithmic Fairness
  9 Jul 2021 0 repositories listed
• Multiaccurate Proxies for Downstream Fairness
  9 Jul 2021 0 repositories listed
• Training Over-parameterized Models with Non-decomposable Objectives
  9 Jul 2021 0 repositories listed
• A Graph-based Approach for Mitigating Multi-sided Exposure Bias in Recommender Systems
  7 Jul 2021 0 repositories listed
• Bias-Tolerant Fair Classification
  7 Jul 2021 0 repositories listed
• Impossibility results for fair representations
  7 Jul 2021 0 repositories listed
• Nested Counterfactual Identification from Arbitrary Surrogate Experiments
  7 Jul 2021 0 repositories listed
• Bayesian Nonparametric Modelling for Model-Free Reinforcement Learning in LTE-LAA and Wi-Fi Coexistence
  6 Jul 2021 0 repositories listed
• Fair Decision Rules for Binary Classification
  3 Jul 2021 0 repositories listed
• What do End-to-End Speech Models Learn about Speaker, Language and Channel Information? A Layer-wise and Neuron-level Analysis
  1 Jul 2021 0 repositories listed
• Unaware Fairness: Hierarchical Random Forest for Protected Classes
  30 Jun 2021 0 repositories listed
• Non-Comparative Fairness for Human-Auditing and Its Relation to Traditional Fairness Notions
  29 Jun 2021 0 repositories listed
• Improved Approximation Algorithms for Individually Fair Clustering
  26 Jun 2021 0 repositories listed
• Balancing Accuracy and Fairness for Interactive Recommendation with Reinforcement Learning
  25 Jun 2021 0 repositories listed
• Constrained Classification and Policy Learning
  24 Jun 2021 0 repositories listed
• What will it take to generate fairness-preserving explanations?
  24 Jun 2021 0 repositories listed
• A Unified Approach to Fair Online Learning via Blackwell Approachability
  23 Jun 2021 0 repositories listed
• Best-Case Lower Bounds in Online Learning
  23 Jun 2021 0 repositories listed
• Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based Segmentation
  23 Jun 2021 0 repositories listed
• Fairness via Representation Neutralization
  23 Jun 2021 0 repositories listed
• Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification
  21 Jun 2021 0 repositories listed
• Evaluating Team Skill Aggregation in Online Competitive Games
  21 Jun 2021 0 repositories listed
• Interpretable Face Manipulation Detection via Feature Whitening
  21 Jun 2021 0 repositories listed
• Algorithmic Bias and Data Bias: Understanding the Relation between Distributionally Robust Optimization and Data Curation
  17 Jun 2021 0 repositories listed
• A Fair and Ethical Healthcare Artificial Intelligence System for Monitoring Driver Behavior and Preventing Road Accidents
  16 Jun 2021 0 repositories listed
• Costs and Benefits of Fair Regression
  16 Jun 2021 0 repositories listed
• Evaluating Gender Bias in Hindi-English Machine Translation
  16 Jun 2021 0 repositories listed
• FAIR: Fairness-Aware Information Retrieval Evaluation
  16 Jun 2021 0 repositories listed
• Maxmin-Fair Ranking: Individual Fairness under Group-Fairness Constraints
  16 Jun 2021 0 repositories listed
• Probing GNN Explainers: A Rigorous Theoretical and Empirical Analysis of GNN Explanation Methods
  16 Jun 2021 0 repositories listed
• An Analysis of the Deployment of Models Trained on Private Tabular Synthetic Data: Unexpected Surprises
  15 Jun 2021 0 repositories listed
• Demographic Fairness in Face Identification: The Watchlist Imbalance Effect
  15 Jun 2021 0 repositories listed
• Fairness as Equality of Opportunity: Normative Guidance from Political Philosophy
  15 Jun 2021 0 repositories listed
• Massive Wireless Energy Transfer with Statistical CSI Beamforming
  15 Jun 2021 0 repositories listed
• On Large-Cohort Training for Federated Learning
  15 Jun 2021 0 repositories listed
• Can Explainable AI Explain Unfairness? A Framework for Evaluating Explainable AI
  14 Jun 2021 0 repositories listed
• Fair Clustering Under a Bounded Cost
  14 Jun 2021 0 repositories listed
• FairCanary: Rapid Continuous Explainable Fairness
  13 Jun 2021 0 repositories listed
• Assessing Multilingual Fairness in Pre-trained Multimodal Representations
  12 Jun 2021 0 repositories listed
• Cooperative Multi-Agent Fairness and Equivariant Policies
  10 Jun 2021 0 repositories listed
• Fair Disaster Containment via Graph-Cut Problems
  9 Jun 2021 0 repositories listed
• Fairness-Aware Node Representation Learning
  9 Jun 2021 0 repositories listed
• FairCal: Fairness Calibration for Face Verification
  7 Jun 2021 0 repositories listed
• Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning
  7 Jun 2021 0 repositories listed
• Highlighting the Importance of Reducing Research Bias and Carbon Emissions in CNNs
  6 Jun 2021 0 repositories listed
• Path-specific Effects Based on Information Accounts of Causality
  6 Jun 2021 0 repositories listed
• Conditional Contrastive Learning for Improving Fairness in Self-Supervised Learning
  5 Jun 2021 0 repositories listed
• Tetrad: Actively Secure 4PC for Secure Training and Inference
  5 Jun 2021 0 repositories listed
• Differentially Empirical Risk Minimization under the Fairness Lens
  4 Jun 2021 0 repositories listed
• Fair Exploration via Axiomatic Bargaining
  4 Jun 2021 0 repositories listed
• Fairness-Aware Unsupervised Feature Selection
  4 Jun 2021 0 repositories listed
• Towards Equal Gender Representation in the Annotations of Toxic Language Detection
  4 Jun 2021 0 repositories listed
• Towards Fairness Certification in Artificial Intelligence
  4 Jun 2021 0 repositories listed
• Understanding and Improving Fairness-Accuracy Trade-offs in Multi-Task Learning
  4 Jun 2021 0 repositories listed
• Causality in Neural Networks -- An Extended Abstract
  3 Jun 2021 0 repositories listed
• Optimizing Rankings for Recommendation in Matching Markets
  3 Jun 2021 0 repositories listed
• Testing Group Fairness via Optimal Transport Projections
  2 Jun 2021 0 repositories listed
• Fair Clustering Using Antidote Data
  1 Jun 2021 0 repositories listed
• FiSH: Fair Spatial Hotspots
  1 Jun 2021 0 repositories listed
• Improving Compositionality of Neural Networks by Decoding Representations to Inputs
  1 Jun 2021 0 repositories listed
• Information Theoretic Measures for Fairness-aware Feature Selection
  1 Jun 2021 0 repositories listed
• Demographic Fairness in Biometric Systems: What do the Experts say?
  31 May 2021 0 repositories listed
• Rawlsian Fair Adaptation of Deep Learning Classifiers
  31 May 2021 0 repositories listed
• Reinforcement Learning-based Dynamic Service Placement in Vehicular Networks
  31 May 2021 0 repositories listed
• Unifying Distillation with Personalization in Federated Learning
  31 May 2021 0 repositories listed
• Using Pareto Simulated Annealing to Address Algorithmic Bias in Machine Learning
  31 May 2021 0 repositories listed
• Fair Representations by Compression
  28 May 2021 0 repositories listed
• Fair Feature Distillation for Visual Recognition
  27 May 2021 0 repositories listed
• Bayesian Nonparametric Reinforcement Learning in LTE and Wi-Fi Coexistence
  25 May 2021 0 repositories listed
• Bridging the Gap Between Explainable AI and Uncertainty Quantification to Enhance Trustability
  25 May 2021 0 repositories listed
• FNAS: Uncertainty-Aware Fast Neural Architecture Search
  25 May 2021 0 repositories listed
• A Low-Delay MAC for IoT Applications: Decentralized Optimal Scheduling of Queues without Explicit State Information Sharing
  24 May 2021 0 repositories listed
• InfoFair: Information-Theoretic Intersectional Fairness
  24 May 2021 0 repositories listed
• Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning
  24 May 2021 0 repositories listed