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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 55 of 57: papers 5,401 to 5,500 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.

• Fairness without Regret
  11 Jul 2019 0 repositories listed
• Composable Core-sets for Determinant Maximization: A Simple Near-Optimal Algorithm
  6 Jul 2019 0 repositories listed
• The FACTS of Technology-Assisted Sensitivity Review
  5 Jul 2019 0 repositories listed
• Toward Fairness in AI for People with Disabilities: A Research Roadmap
  4 Jul 2019 0 repositories listed
• Operationalizing Individual Fairness with Pairwise Fair Representations
  2 Jul 2019 0 repositories listed
• A Transparent Framework for Evaluating Unintended Demographic Bias in Word Embeddings
  1 Jul 2019 0 repositories listed
• Multi-Armed Bandits with Fairness Constraints for Distributing Resources to Human Teammates
  30 Jun 2019 0 repositories listed
• Rényi Fair Inference
  28 Jun 2019 0 repositories listed
• Fairness criteria through the lens of directed acyclic graphical models
  26 Jun 2019 0 repositories listed
• Learning Fair and Transferable Representations
  25 Jun 2019 0 repositories listed
• Quantitative Verification of Neural Networks And its Security Applications
  25 Jun 2019 0 repositories listed
• Artificial Intelligence: the global landscape of ethics guidelines
  24 Jun 2019 0 repositories listed
• Transfer of Machine Learning Fairness across Domains
  24 Jun 2019 0 repositories listed
• The Cost of a Reductions Approach to Private Fair Optimization
  23 Jun 2019 0 repositories listed
• FairST: Equitable Spatial and Temporal Demand Prediction for New Mobility Systems
  21 Jun 2019 0 repositories listed
• Multi-Category Fairness in Sponsored Search Auctions
  20 Jun 2019 0 repositories listed
• Adversarial training approach for local data debiasing
  19 Jun 2019 0 repositories listed
• Inherent Tradeoffs in Learning Fair Representations
  19 Jun 2019 0 repositories listed
• Machine Learning Testing: Survey, Landscapes and Horizons
  19 Jun 2019 0 repositories listed
• Image Counterfactual Sensitivity Analysis for Detecting Unintended Bias
  14 Jun 2019 0 repositories listed
• Principled Frameworks for Evaluating Ethics in NLP Systems
  14 Jun 2019 0 repositories listed
• Fairness-Aware Scheduling in Multi-Numerology Based 5G New Radio
  13 Jun 2019 0 repositories listed
• Multi-type Resource Allocation with Partial Preferences
  13 Jun 2019 0 repositories listed
• FaRM: Fair Reward Mechanism for Information Aggregation in Spontaneous Localized Settings (Extended Version)
  10 Jun 2019 0 repositories listed
• Stretching the Effectiveness of MLE from Accuracy to Bias for Pairwise Comparisons
  10 Jun 2019 0 repositories listed
• Fair Division Without Disparate Impact
  6 Jun 2019 0 repositories listed
• Flexibly Fair Representation Learning by Disentanglement
  6 Jun 2019 0 repositories listed
• Enumeration of Distinct Support Vectors for Interactive Decision Making
  5 Jun 2019 0 repositories listed
• Balanced Ranking with Diversity Constraints
  4 Jun 2019 0 repositories listed
• Achieving Fairness in Determining Medicaid Eligibility through Fairgroup Construction
  1 Jun 2019 0 repositories listed
• Metric Learning for Individual Fairness
  1 Jun 2019 0 repositories listed
• Optimized Score Transformation for Consistent Fair Classification
  31 May 2019 0 repositories listed
• On the Fairness of Disentangled Representations
  31 May 2019 0 repositories listed
• Principal Fairness: Removing Bias via Projections
  31 May 2019 0 repositories listed
• Unsupervised Model Selection for Variational Disentangled Representation Learning
  29 May 2019 0 repositories listed
• Efficient candidate screening under multiple tests and implications for fairness
  27 May 2019 0 repositories listed
• FairSearch: A Tool For Fairness in Ranked Search Results
  27 May 2019 0 repositories listed
• Achieving Fairness in Stochastic Multi-armed Bandit Problem
  27 May 2019 0 repositories listed
• Equal Opportunity and Affirmative Action via Counterfactual Predictions
  26 May 2019 0 repositories listed
• Protecting the Protected Group: Circumventing Harmful Fairness
  25 May 2019 0 repositories listed
• CERTIFAI: Counterfactual Explanations for Robustness, Transparency, Interpretability, and Fairness of Artificial Intelligence models
  20 May 2019 0 repositories listed
• Contrastive Fairness in Machine Learning
  17 May 2019 0 repositories listed
• Fair Resource Allocation in Federated Learning
  16 May 2019 0 repositories listed
• Fairness in Machine Learning with Tractable Models
  16 May 2019 0 repositories listed
• A Human-Centered Approach to Interactive Machine Learning
  15 May 2019 0 repositories listed
• Software Engineering for Fairness: A Case Study with Hyperparameter Optimization
  14 May 2019 0 repositories listed
• Proportionally Fair Clustering
  9 May 2019 0 repositories listed
• Unified Adversarial Invariance
  7 May 2019 0 repositories listed
• Group Retention when Using Machine Learning in Sequential Decision Making: the Interplay between User Dynamics and Fairness
  2 May 2019 0 repositories listed
• Beyond Personalization: Research Directions in Multistakeholder Recommendation
  1 May 2019 0 repositories listed
• Fair Classification and Social Welfare
  1 May 2019 0 repositories listed
• Generative Adversarial Models for Learning Private and Fair Representations
  1 May 2019 0 repositories listed
• Stochastic Learning of Additive Second-Order Penalties with Applications to Fairness
  1 May 2019 0 repositories listed
• Fairness-Aware Ranking in Search & Recommendation Systems with Application to LinkedIn Talent Search
  30 Apr 2019 0 repositories listed
• "Why Should You Trust My Explanation?" Understanding Uncertainty in LIME Explanations
  29 Apr 2019 0 repositories listed
• "Favoring my playmate seems fair": Inhibitory control and theory of mind in preschoolers' self-disadvantaging behaviors
  25 Apr 2019 0 repositories listed
• On Fairness of Systemic Risk Measures
  24 Apr 2019 0 repositories listed
• Data Cleaning for Accurate, Fair, and Robust Models: A Big Data - AI Integration Approach
  22 Apr 2019 0 repositories listed
• Tracking and Improving Information in the Service of Fairness
  22 Apr 2019 0 repositories listed
• Tutorial: Safe and Reliable Machine Learning
  15 Apr 2019 0 repositories listed
• Scanner Invariant Representations for Diffusion MRI Harmonization
  10 Apr 2019 0 repositories listed
• Preference-Informed Fairness
  3 Apr 2019 0 repositories listed
• Fairness in Algorithmic Decision Making: An Excursion Through the Lens of Causality
  27 Mar 2019 0 repositories listed
• The Random Conditional Distribution for Higher-Order Probabilistic Inference
  25 Mar 2019 0 repositories listed
• The invisible power of fairness. How machine learning shapes democracy
  22 Mar 2019 0 repositories listed
• Multi-Differential Fairness Auditor for Black Box Classifiers
  18 Mar 2019 0 repositories listed
• Leveling the Playing Field -- Fairness in AI Versus Human Game Benchmarks
  17 Mar 2019 0 repositories listed
• Copying Machine Learning Classifiers
  5 Mar 2019 0 repositories listed
• Fairness in Recommendation Ranking through Pairwise Comparisons
  2 Mar 2019 0 repositories listed
• Fair Estimation of Capital Risk Allocation
  26 Feb 2019 0 repositories listed
• Capuchin: Causal Database Repair for Algorithmic Fairness
  21 Feb 2019 0 repositories listed
• Sum Rate Fairness Trade-off-based Resource Allocation Technique for MISO NOMA Systems
  15 Feb 2019 0 repositories listed
• Causally Driven Incremental Multi Touch Attribution Using a Recurrent Neural Network
  1 Feb 2019 0 repositories listed
• Dynamic fairness - Breaking vicious cycles in automatic decision making
  1 Feb 2019 0 repositories listed
• Human-Centered Artificial Intelligence and Machine Learning
  31 Jan 2019 0 repositories listed
• Diversity in Faces
  29 Jan 2019 0 repositories listed
• General Fair Empirical Risk Minimization
  29 Jan 2019 0 repositories listed
• Improved Adversarial Learning for Fair Classification
  29 Jan 2019 0 repositories listed
• Towards Fair Deep Clustering With Multi-State Protected Variables
  29 Jan 2019 0 repositories listed
• Fairness in representation: quantifying stereotyping as a representational harm
  28 Jan 2019 0 repositories listed
• Combinatorial Sleeping Bandits with Fairness Constraints
  15 Jan 2019 0 repositories listed
• Fair and Unbiased Algorithmic Decision Making: Current State and Future Challenges
  15 Jan 2019 0 repositories listed
• Identifying and Correcting Label Bias in Machine Learning
  15 Jan 2019 0 repositories listed
• Approaching Ethical Guidelines for Data Scientists
  14 Jan 2019 0 repositories listed
• Putting Fairness Principles into Practice: Challenges, Metrics, and Improvements
  14 Jan 2019 0 repositories listed
• Stochastic Doubly Robust Gradient
  21 Dec 2018 0 repositories listed
• Bias Mitigation Post-processing for Individual and Group Fairness
  14 Dec 2018 0 repositories listed
• Improving fairness in machine learning systems: What do industry practitioners need?
  13 Dec 2018 0 repositories listed
• Building Ethically Bounded AI
  10 Dec 2018 0 repositories listed
• Individual Fairness in Hindsight
  10 Dec 2018 0 repositories listed
• From Fair Decision Making to Social Equality
  7 Dec 2018 0 repositories listed
• Differentially Private Fair Learning
  6 Dec 2018 0 repositories listed
• Equality of Opportunity in Classification: A Causal Approach
  1 Dec 2018 0 repositories listed
• Racial categories in machine learning
  28 Nov 2018 0 repositories listed
• Questioning the assumptions behind fairness solutions
  27 Nov 2018 0 repositories listed
• AI Fairness for People with Disabilities: Point of View
  26 Nov 2018 0 repositories listed
• Base-Stations Up in the Air: Multi-UAV Trajectory Control for Min-Rate Maximization in Uplink C-RAN
  26 Nov 2018 0 repositories listed
• 50 Years of Test (Un)fairness: Lessons for Machine Learning
  25 Nov 2018 0 repositories listed
• Bayesian Modeling of Intersectional Fairness: The Variance of Bias
  18 Nov 2018 0 repositories listed
• Fairness for Multi-Self Agents
  16 Nov 2018 0 repositories listed