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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 56 of 57: papers 5,501 to 5,600 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.

• Machine Decisions and Human Consequences
  16 Nov 2018 0 repositories listed
• Characterizing machine learning process: A maturity framework
  12 Nov 2018 0 repositories listed
• Eliminating Latent Discrimination: Train Then Mask
  12 Nov 2018 0 repositories listed
• TED: Teaching AI to Explain its Decisions
  12 Nov 2018 0 repositories listed
• How Do Fairness Definitions Fare? Examining Public Attitudes Towards Algorithmic Definitions of Fairness
  8 Nov 2018 0 repositories listed
• FNNC: Achieving Fairness through Neural Networks
  1 Nov 2018 0 repositories listed
• Crowdsourcing with Fairness, Diversity and Budget Constraints
  31 Oct 2018 0 repositories listed
• The Frontiers of Fairness in Machine Learning
  20 Oct 2018 0 repositories listed
• Fairness for Whom? Critically reframing fairness with Nash Welfare Product
  19 Oct 2018 0 repositories listed
• Taking Advantage of Multitask Learning for Fair Classification
  19 Oct 2018 0 repositories listed
• A Game-Theoretic Approach to Recommendation Systems with Strategic Content Providers
  18 Oct 2018 0 repositories listed
• Fairness-Regularized DLMP-Based Bilevel Transactive Energy Mechanism in Distribution Systems
  11 Oct 2018 0 repositories listed
• Systematic Biases in Link Prediction: comparing heuristic and graph embedding based methods
  11 Oct 2018 0 repositories listed
• A General Framework for Fair Regression
  10 Oct 2018 0 repositories listed
• Can everyday AI be ethical. Fairness of Machine Learning Algorithms
  3 Oct 2018 0 repositories listed
• Active Fairness in Algorithmic Decision Making
  28 Sep 2018 0 repositories listed
• Counterfactual Fairness in Text Classification through Robustness
  27 Sep 2018 0 repositories listed
• Defining the Collective Intelligence Supply Chain
  25 Sep 2018 0 repositories listed
• Evaluating Fairness Metrics in the Presence of Dataset Bias
  24 Sep 2018 0 repositories listed
• Envy-Free Classification
  23 Sep 2018 0 repositories listed
• Insider Trading with Penalties
  20 Sep 2018 0 repositories listed
• A General Framework for Temporal Fair User Scheduling in NOMA Systems
  17 Sep 2018 0 repositories listed
• A Fairness-aware Hybrid Recommender System
  13 Sep 2018 0 repositories listed
• Fairness-aware Classification: Criterion, Convexity, and Bounds
  13 Sep 2018 0 repositories listed
• Personalizing Fairness-aware Re-ranking
  13 Sep 2018 0 repositories listed
• Creating Fair Models of Atherosclerotic Cardiovascular Disease Risk
  12 Sep 2018 0 repositories listed
• Extracting Fairness Policies from Legal Documents
  12 Sep 2018 0 repositories listed
• Fair lending needs explainable models for responsible recommendation
  12 Sep 2018 0 repositories listed
• Simplicity Creates Inequity: Implications for Fairness, Stereotypes, and Interpretability
  12 Sep 2018 0 repositories listed
• A Moral Framework for Understanding of Fair ML through Economic Models of Equality of Opportunity
  10 Sep 2018 0 repositories listed
• Using Image Fairness Representations in Diversity-Based Re-ranking for Recommendations
  10 Sep 2018 0 repositories listed
• Fairness-Aware Recommendation of Information Curators
  9 Sep 2018 0 repositories listed
• Fairness Through Causal Awareness: Learning Latent-Variable Models for Biased Data
  7 Sep 2018 0 repositories listed
• Learning Optimal Fair Policies
  6 Sep 2018 0 repositories listed
• Fair Algorithms for Learning in Allocation Problems
  30 Aug 2018 0 repositories listed
• The implicit fairness criterion of unconstrained learning
  29 Aug 2018 0 repositories listed
• Investigating Human + Machine Complementarity for Recidivism Predictions
  28 Aug 2018 0 repositories listed
• Downstream Effects of Affirmative Action
  27 Aug 2018 0 repositories listed
• A Dichotomous Analysis of Unemployment Benefits
  26 Aug 2018 0 repositories listed
• Avoiding Disparity Amplification under Different Worldviews
  26 Aug 2018 0 repositories listed
• The Social Cost of Strategic Classification
  25 Aug 2018 0 repositories listed
• FactSheets: Increasing Trust in AI Services through Supplier's Declarations of Conformity
  22 Aug 2018 0 repositories listed
• Efficiency, Sequenceability and Deal-Optimality in Fair Division of Indivisible Goods
  28 Jul 2018 0 repositories listed
• Planning and Synthesis Under Assumptions
  18 Jul 2018 0 repositories listed
• Centralized Scheduling Strategies for Cooperative HARQ Retransmissions in Multi-Source Multi-Relay Wireless Networks
  17 Jul 2018 0 repositories listed
• User Fairness in Recommender Systems
  17 Jul 2018 0 repositories listed
• Automated Data Slicing for Model Validation:A Big data - AI Integration Approach
  16 Jul 2018 0 repositories listed
• Privacy and Fairness in Recommender Systems via Adversarial Training of User Representations
  10 Jul 2018 0 repositories listed
• Welfare and Distributional Impacts of Fair Classification
  3 Jul 2018 0 repositories listed
• A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics
  2 Jul 2018 0 repositories listed
• A Unified Approach to Quantifying Algorithmic Unfairness: Measuring Individual & Group Unfairness via Inequality Indices
  2 Jul 2018 0 repositories listed
• Gradient Reversal Against Discrimination
  1 Jul 2018 0 repositories listed
• Multicalibration: Calibration for the (Computationally-Identifiable) Masses
  1 Jul 2018 0 repositories listed
• Proportional Allocation: Simple, Distributed, and Diverse Matching with High Entropy
  1 Jul 2018 0 repositories listed
• Scalable Deletion-Robust Submodular Maximization: Data Summarization with Privacy and Fairness Constraints
  1 Jul 2018 0 repositories listed
• Proxy Fairness
  28 Jun 2018 0 repositories listed
• Hierarchical VampPrior Variational Fair Auto-Encoder
  26 Jun 2018 0 repositories listed
• Equalizing Financial Impact in Supervised Learning
  24 Jun 2018 0 repositories listed
• PeerReview4All: Fair and Accurate Reviewer Assignment in Peer Review
  16 Jun 2018 0 repositories listed
• Fairness Under Composition
  15 Jun 2018 0 repositories listed
• Investigating the configurations in cross-shareholding: a joint copula-entropy approach
  14 Jun 2018 0 repositories listed
• Comparing Fairness Criteria Based on Social Outcome
  13 Jun 2018 0 repositories listed
• Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated Decision Making
  13 Jun 2018 0 repositories listed
• How much income inequality is fair? Nash bargaining solution and its connection to entropy
  13 Jun 2018 0 repositories listed
• What About Applied Fairness?
  13 Jun 2018 0 repositories listed
• Lecture Notes on Fair Division
  11 Jun 2018 0 repositories listed
• Residual Unfairness in Fair Machine Learning from Prejudiced Data
  7 Jun 2018 0 repositories listed
• Causal Interventions for Fairness
  6 Jun 2018 0 repositories listed
• iFair: Learning Individually Fair Data Representations for Algorithmic Decision Making
  4 Jun 2018 0 repositories listed
• Why Is My Classifier Discriminatory?
  30 May 2018 0 repositories listed
• FairGAN: Fairness-aware Generative Adversarial Networks
  28 May 2018 0 repositories listed
• Fairness GAN
  24 May 2018 0 repositories listed
• Pooling of Causal Models under Counterfactual Fairness via Causal Judgement Aggregation
  24 May 2018 0 repositories listed
• Causal Reasoning for Algorithmic Fairness
  15 May 2018 0 repositories listed
• Equity of Attention: Amortizing Individual Fairness in Rankings
  4 May 2018 0 repositories listed
• Machine Learning for Predictive On-Demand Deployment of UAVs for Wireless Communications
  30 Apr 2018 0 repositories listed
• Modeling, Simulation and Fairness Analysis of Wi-Fi and Unlicensed LTE Coexistence
  29 Apr 2018 0 repositories listed
• Fair Division Under Cardinality Constraints
  25 Apr 2018 0 repositories listed
• Deep Bayesian Trust : A Dominant and Fair Incentive Mechanism for Crowd
  16 Apr 2018 0 repositories listed
• Unleashing Linear Optimizers for Group-Fair Learning and Optimization
  11 Apr 2018 0 repositories listed
• Entropy based Independent Learning in Anonymous Multi-Agent Settings
  27 Mar 2018 0 repositories listed
• Reinforcement Learning for Fair Dynamic Pricing
  27 Mar 2018 0 repositories listed
• Closing the AI Knowledge Gap
  20 Mar 2018 0 repositories listed
• Some HCI Priorities for GDPR-Compliant Machine Learning
  16 Mar 2018 0 repositories listed
• Resource Allocation in Wireless Networks with Energy Constraints
  10 Mar 2018 0 repositories listed
• Fairness Through Computationally-Bounded Awareness
  8 Mar 2018 0 repositories listed
• Probably Approximately Metric-Fair Learning
  8 Mar 2018 0 repositories listed
• On Discrimination Discovery and Removal in Ranked Data using Causal Graph
  5 Mar 2018 0 repositories listed
• Human Perceptions of Fairness in Algorithmic Decision Making: A Case Study of Criminal Risk Prediction
  26 Feb 2018 0 repositories listed
• An Algorithmic Framework to Control Bias in Bandit-based Personalization
  23 Feb 2018 0 repositories listed
• Path-Specific Counterfactual Fairness
  22 Feb 2018 0 repositories listed
• Fairness of Exposure in Rankings
  20 Feb 2018 0 repositories listed
• Online Learning with an Unknown Fairness Metric
  20 Feb 2018 0 repositories listed
• Modeling the Formation of Social Conventions from Embodied Real-Time Interactions
  16 Feb 2018 0 repositories listed
• Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making
  3 Feb 2018 0 repositories listed
• Interpretable Deep Convolutional Neural Networks via Meta-learning
  2 Feb 2018 0 repositories listed
• Fairness in Supervised Learning: An Information Theoretic Approach
  13 Jan 2018 0 repositories listed
• A Smoothed Analysis of the Greedy Algorithm for the Linear Contextual Bandit Problem
  10 Jan 2018 0 repositories listed
• Grouping-By-ID: Guarding Against Adversarial Domain Shifts
  1 Jan 2018 0 repositories listed
• Predict Responsibly: Increasing Fairness by Learning to Defer
  1 Jan 2018 0 repositories listed