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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 50 of 57: papers 4,901 to 5,000 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.

• A Statistical Test for Probabilistic Fairness
  9 Dec 2020 0 repositories listed
• Fairness Preferences, Actual and Hypothetical: A Study of Crowdworker Incentives
  8 Dec 2020 0 repositories listed
• Improving Fairness and Privacy in Selection Problems
  7 Dec 2020 0 repositories listed
• Reconfigurable Intelligent Surface Aided Constant-Envelope Wireless Power Transfer
  7 Dec 2020 0 repositories listed
• Mitigating Bias in Federated Learning
  4 Dec 2020 0 repositories listed
• The Managerial Effects of Algorithmic Fairness Activism
  4 Dec 2020 0 repositories listed
• Non-portability of Algorithmic Fairness in India
  3 Dec 2020 0 repositories listed
• Assignment Maximization
  2 Dec 2020 0 repositories listed
• FAST: A Fairness Assured Service Recommendation Strategy Considering Service Capacity Constraint
  2 Dec 2020 0 repositories listed
• Towards Fairness in Classifying Medical Conversations into SOAP Sections
  2 Dec 2020 0 repositories listed
• A Fair Classifier Using Kernel Density Estimation
  1 Dec 2020 0 repositories listed
• Approximate Heavily-Constrained Learning with Lagrange Multiplier Models
  1 Dec 2020 0 repositories listed
• Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Evolvability
  1 Dec 2020 0 repositories listed
• Exploiting MMD and Sinkhorn Divergences for Fair and Transferable Representation Learning
  1 Dec 2020 0 repositories listed
• Fair regression via plug-in estimator and recalibration with statistical guarantees
  1 Dec 2020 0 repositories listed
• FairFaceGAN: Fairness-aware Facial Image-to-Image Translation
  1 Dec 2020 0 repositories listed
• Fairness with Overlapping Groups; a Probabilistic Perspective
  1 Dec 2020 0 repositories listed
• KFC: A Scalable Approximation Algorithm for k−center Fair Clustering
  1 Dec 2020 0 repositories listed
• Towards Auditability for Fairness in Deep Learning
  30 Nov 2020 0 repositories listed
• CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age
  28 Nov 2020 0 repositories listed
• Feedback Effects in Repeat-Use Criminal Risk Assessments
  28 Nov 2020 0 repositories listed
• Reducing Discrimination in Learning Algorithms for Social Good in Sociotechnical Systems
  27 Nov 2020 0 repositories listed
• Towards robust and speculation-reduction real estate pricing models based on a data-driven strategy
  26 Nov 2020 0 repositories listed
• Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder
  24 Nov 2020 0 repositories listed
• A Novel NOMA Solution with RIS Partitioning
  22 Nov 2020 0 repositories listed
• Fairness-guided SMT-based Rectification of Decision Trees and Random Forests
  22 Nov 2020 0 repositories listed
• Augmented Fairness: An Interpretable Model Augmenting Decision-Makers' Fairness
  17 Nov 2020 0 repositories listed
• Probing Fairness of Mobile Ocular Biometrics Methods Across Gender on VISOB 2.0 Dataset
  17 Nov 2020 0 repositories listed
• Stochastic Client Selection for Federated Learning with Volatile Clients
  17 Nov 2020 0 repositories listed
• FAIR: Fair Adversarial Instance Re-weighting
  15 Nov 2020 0 repositories listed
• Good proctor or "Big Brother"? AI Ethics and Online Exam Supervision Technologies
  15 Nov 2020 0 repositories listed
• Statistical Inference for Maximin Effects: Identifying Stable Associations across Multiple Studies
  15 Nov 2020 0 repositories listed
• Learning-Assisted User Clustering in Cell-Free Massive MIMO-NOMA Networks
  15 Nov 2020 0 repositories listed
• Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty
  15 Nov 2020 0 repositories listed
• Shortcomings of Counterfactual Fairness and a Proposed Modification
  14 Nov 2020 0 repositories listed
• An example of prediction which complies with Demographic Parity and equalizes group-wise risks in the context of regression
  13 Nov 2020 0 repositories listed
• Metric-Free Individual Fairness with Cooperative Contextual Bandits
  13 Nov 2020 0 repositories listed
• Cross Layer Optimization and Distributed Reinforcement Learning for Wireless 360° Video Streaming
  12 Nov 2020 0 repositories listed
• Exploring Gender Disparities in Time to Diagnosis
  11 Nov 2020 0 repositories listed
• A Low-Complexity Approach for Max-Min Fairness in Uplink Cell-Free Massive MIMO
  10 Nov 2020 0 repositories listed
• FairLens: Auditing Black-box Clinical Decision Support Systems
  8 Nov 2020 0 repositories listed
• Fair Machine Learning Under Partial Compliance
  7 Nov 2020 0 repositories listed
• Does enforcing fairness mitigate biases caused by subpopulation shift?
  6 Nov 2020 0 repositories listed
• Wasserstein-based fairness interpretability framework for machine learning models
  6 Nov 2020 0 repositories listed
• Modified Vector Quantization for Small-Cell Access Point Placement with Inter-Cell Interference
  5 Nov 2020 0 repositories listed
• Debiasing classifiers: is reality at variance with expectation?
  4 Nov 2020 0 repositories listed
• Fairness in Biometrics: a figure of merit to assess biometric verification systems
  4 Nov 2020 0 repositories listed
• On the Moral Justification of Statistical Parity
  4 Nov 2020 0 repositories listed
• An Efficiency-boosting Client Selection Scheme for Federated Learning with Fairness Guarantee
  3 Nov 2020 0 repositories listed
• Insights into Fairness through Trust: Multi-scale Trust Quantification for Financial Deep Learning
  3 Nov 2020 0 repositories listed
• (Un)fairness in Post-operative Complication Prediction Models
  3 Nov 2020 0 repositories listed
• University of Washington at TREC 2020 Fairness Ranking Track
  3 Nov 2020 0 repositories listed
• Constrained Serial Rule on the Full Preference Domain
  2 Nov 2020 0 repositories listed
• Trustworthy AI
  2 Nov 2020 0 repositories listed
• Bias in AI-systems: A multi-step approach
  1 Nov 2020 0 repositories listed
• Identifying and Measuring Annotator Bias Based on Annotators’ Demographic Characteristics
  1 Nov 2020 0 repositories listed
• Making ML models fairer through explanations: the case of LimeOut
  1 Nov 2020 0 repositories listed
• All of the Fairness for Edge Prediction with Optimal Transport
  30 Oct 2020 0 repositories listed
• An Unsupervised Approach towards Varying Human Skin Tone Using Generative Adversarial Networks
  30 Oct 2020 0 repositories listed
• Bandits in Matching Markets: Ideas and Proposals for Peer Lending
  30 Oct 2020 0 repositories listed
• Inherent Trade-offs in the Fair Allocation of Treatments
  30 Oct 2020 0 repositories listed
• Strategy-proof and Envy-free Mechanisms for House Allocation
  30 Oct 2020 0 repositories listed
• "What We Can't Measure, We Can't Understand": Challenges to Demographic Data Procurement in the Pursuit of Fairness
  30 Oct 2020 0 repositories listed
• A Local Search Framework for Experimental Design
  29 Oct 2020 0 repositories listed
• Learning Strategies in Decentralized Matching Markets under Uncertain Preferences
  29 Oct 2020 0 repositories listed
• Assessing Viewpoint Diversity in Search Results Using Ranking Fairness Metrics
  27 Oct 2020 0 repositories listed
• Exploiting Cell-Free Massive MIMO for Enabling Simultaneous Wireless Information and Power Transfer
  26 Oct 2020 0 repositories listed
• Interpretable Assessment of Fairness During Model Evaluation
  26 Oct 2020 0 repositories listed
• KFC: A Scalable Approximation Algorithm for k-center Fair Clustering
  26 Oct 2020 0 repositories listed
• One-vs.-One Mitigation of Intersectional Bias: A General Method to Extend Fairness-Aware Binary Classification
  26 Oct 2020 0 repositories listed
• Bayesian Importance of Features (BIF)
  26 Oct 2020 0 repositories listed
• Robustness May Be at Odds with Fairness: An Empirical Study on Class-wise Accuracy
  26 Oct 2020 0 repositories listed
• Collaborative Machine Learning with Incentive-Aware Model Rewards
  24 Oct 2020 0 repositories listed
• On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning
  24 Oct 2020 0 repositories listed
• Fair Hate Speech Detection through Evaluation of Social Group Counterfactuals
  24 Oct 2020 0 repositories listed
• On Fair Virtual Conference Scheduling: Achieving Equitable Participant and Speaker Satisfaction
  24 Oct 2020 0 repositories listed
• Towards Fair Knowledge Transfer for Imbalanced Domain Adaptation
  23 Oct 2020 0 repositories listed
• Achieving User-Side Fairness in Contextual Bandits
  22 Oct 2020 0 repositories listed
• The De-democratization of AI: Deep Learning and the Compute Divide in Artificial Intelligence Research
  22 Oct 2020 0 repositories listed
• Value Cards: An Educational Toolkit for Teaching Social Impacts of Machine Learning through Deliberation
  22 Oct 2020 0 repositories listed
• Differentiable Optimal Adversaries for Learning Fair Representations
  21 Oct 2020 0 repositories listed
• Where Is the Normative Proof? Assumptions and Contradictions in ML Fairness Research
  20 Oct 2020 0 repositories listed
• Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference
  19 Oct 2020 0 repositories listed
• Survey on Causal-based Machine Learning Fairness Notions
  19 Oct 2020 0 repositories listed
• QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph
  16 Oct 2020 0 repositories listed
• Conceptualization and Framework of Hybrid Intelligence Systems
  15 Oct 2020 0 repositories listed
• Online Decision Trees with Fairness
  15 Oct 2020 0 repositories listed
• Causal Multi-Level Fairness
  14 Oct 2020 0 repositories listed
• Equitable Allocation of Healthcare Resources with Fair Cox Models
  14 Oct 2020 0 repositories listed
• Explainability for fair machine learning
  14 Oct 2020 0 repositories listed
• Chasing Your Long Tails: Differentially Private Prediction in Health Care Settings
  13 Oct 2020 0 repositories listed
• ProportionNet: Balancing Fairness and Revenue for Auction Design with Deep Learning
  13 Oct 2020 0 repositories listed
• A Framework for Addressing the Risks and Opportunities In AI-Supported Virtual Health Coaches
  12 Oct 2020 0 repositories listed
• Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness
  12 Oct 2020 0 repositories listed
• Local Connectivity in Centroid Clustering
  11 Oct 2020 0 repositories listed
• Representativity Fairness in Clustering
  11 Oct 2020 0 repositories listed
• Fairness-aware Agnostic Federated Learning
  10 Oct 2020 0 repositories listed
• A survey of algorithmic recourse: definitions, formulations, solutions, and prospects
  8 Oct 2020 0 repositories listed
• Assessing Classifier Fairness with Collider Bias
  8 Oct 2020 0 repositories listed
• Metrics and methods for a systematic comparison of fairness-aware machine learning algorithms
  8 Oct 2020 0 repositories listed