Browse State-of-the-Art › Fairness › Papers, page 52

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 52 of 57: papers 5,101 to 5,200 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.

• Masking Actor Information Leads to Fairer Political Claims Detection
  1 Jul 2020 0 repositories listed
• Regularized Online Allocation Problems: Fairness and Beyond
  1 Jul 2020 0 repositories listed
• Evaluation of Fairness Trade-offs in Predicting Student Success
  30 Jun 2020 0 repositories listed
• FairRec: Fairness-aware News Recommendation with Decomposed Adversarial Learning
  30 Jun 2020 0 repositories listed
• Machine learning fairness notions: Bridging the gap with real-world applications
  30 Jun 2020 0 repositories listed
• Efficient Mining Cluster Selection for Blockchain-based Cellular V2X Communications
  29 Jun 2020 0 repositories listed
• PAC-Bayesian Bound for the Conditional Value at Risk
  26 Jun 2020 0 repositories listed
• SenSeI: Sensitive Set Invariance for Enforcing Individual Fairness
  25 Jun 2020 0 repositories listed
• Fairness with Overlapping Groups
  24 Jun 2020 0 repositories listed
• On Fair Selection in the Presence of Implicit Variance
  24 Jun 2020 0 repositories listed
• A Framework for Fairness in Two-Sided Marketplaces
  23 Jun 2020 0 repositories listed
• Fair Performance Metric Elicitation
  23 Jun 2020 0 repositories listed
• PipeSim: Trace-driven Simulation of Large-Scale AI Operations Platforms
  22 Jun 2020 0 repositories listed
• Verifying Individual Fairness in Machine Learning Models
  21 Jun 2020 0 repositories listed
• Accelerating Safe Reinforcement Learning with Constraint-mismatched Policies
  20 Jun 2020 0 repositories listed
• Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.org
  20 Jun 2020 0 repositories listed
• Representation via Representations: Domain Generalization via Adversarially Learned Invariant Representations
  20 Jun 2020 0 repositories listed
• Fair clustering via equitable group representations
  19 Jun 2020 0 repositories listed
• Achieving Fairness via Post-Processing in Web-Scale Recommender Systems
  19 Jun 2020 0 repositories listed
• Two Simple Ways to Learn Individual Fairness Metrics from Data
  19 Jun 2020 0 repositories listed
• Fair Hierarchical Clustering
  18 Jun 2020 0 repositories listed
• Individual Calibration with Randomized Forecasting
  18 Jun 2020 0 repositories listed
• Structured Massive Access for Scalable Cell-Free Massive MIMO Systems
  18 Jun 2020 0 repositories listed
• Towards Threshold Invariant Fair Classification
  18 Jun 2020 0 repositories listed
• Deep Learning feature selection to unhide demographic recommender systems factors
  17 Jun 2020 0 repositories listed
• Extending the Machine Learning Abstraction Boundary: A Complex Systems Approach to Incorporate Societal Context
  17 Jun 2020 0 repositories listed
• Fairness-Oriented Semi-Chaotic Genetic Algorithm-Based Channel Assignment Technique for Nodes Starvation Problem in Wireless Mesh Network
  17 Jun 2020 0 repositories listed
• LimeOut: An Ensemble Approach To Improve Process Fairness
  17 Jun 2020 0 repositories listed
• Solving Constrained CASH Problems with ADMM
  17 Jun 2020 0 repositories listed
• Quality Management of Machine Learning Systems
  16 Jun 2020 0 repositories listed
• Causal Inference with Deep Causal Graphs
  15 Jun 2020 0 repositories listed
• Learning Smooth and Fair Representations
  15 Jun 2020 0 repositories listed
• Fair Influence Maximization: A Welfare Optimization Approach
  14 Jun 2020 0 repositories listed
• Fairness Under Feature Exemptions: Counterfactual and Observational Measures
  14 Jun 2020 0 repositories listed
• Fair Regression with Wasserstein Barycenters
  12 Jun 2020 0 repositories listed
• Fairness in Forecasting and Learning Linear Dynamical Systems
  12 Jun 2020 0 repositories listed
• Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data
  12 Jun 2020 0 repositories listed
• Group-Fair Online Allocation in Continuous Time
  11 Jun 2020 0 repositories listed
• Balancing Fairness and Efficiency in an Optimization Model
  10 Jun 2020 0 repositories listed
• Causal Feature Selection for Algorithmic Fairness
  10 Jun 2020 0 repositories listed
• Towards Integrating Fairness Transparently in Industrial Applications
  10 Jun 2020 0 repositories listed
• DeepFair: Deep Learning for Improving Fairness in Recommender Systems
  9 Jun 2020 0 repositories listed
• Fair Bayesian Optimization
  9 Jun 2020 0 repositories listed
• Multiuser Full-Duplex Two-Way Communications via Intelligent Reflecting Surface
  9 Jun 2020 0 repositories listed
• A Notion of Individual Fairness for Clustering
  8 Jun 2020 0 repositories listed
• Disparate Impact of Artificial Intelligence Bias in Ridehailing Economy's Price Discrimination Algorithms
  8 Jun 2020 0 repositories listed
• Trade-offs between membership privacy & adversarially robust learning
  8 Jun 2020 0 repositories listed
• Equality of Learning Opportunity via Individual Fairness in Personalized Recommendations
  7 Jun 2020 0 repositories listed
• Interplay between Upsampling and Regularization for Provider Fairness in Recommender Systems
  7 Jun 2020 0 repositories listed
• Effects of algorithmic flagging on fairness: quasi-experimental evidence from Wikipedia
  4 Jun 2020 0 repositories listed
• A quest for a fair schedule: The Young Physicists' Tournament
  3 Jun 2020 0 repositories listed
• Fairness-Aware Explainable Recommendation over Knowledge Graphs
  3 Jun 2020 0 repositories listed
• Least kth-Order and Rényi Generative Adversarial Networks
  3 Jun 2020 0 repositories listed
• What's Sex Got To Do With Fair Machine Learning?
  2 Jun 2020 0 repositories listed
• Mitigating Bias in Face Recognition Using Skewness-Aware Reinforcement Learning
  1 Jun 2020 0 repositories listed
• Meta Clustering for Collaborative Learning
  29 May 2020 0 repositories listed
• Review of Mathematical frameworks for Fairness in Machine Learning
  26 May 2020 0 repositories listed
• Fair Policy Targeting
  25 May 2020 0 repositories listed
• Sentiment Analysis: Automatically Detecting Valence, Emotions, and Other Affectual States from Text
  25 May 2020 0 repositories listed
• Projection to Fairness in Statistical Learning
  24 May 2020 0 repositories listed
• Fair Classification via Unconstrained Optimization
  21 May 2020 0 repositories listed
• Gender Slopes: Counterfactual Fairness for Computer Vision Models by Attribute Manipulation
  21 May 2020 0 repositories listed
• Opportunistic Multi-aspect Fairness through Personalized Re-ranking
  21 May 2020 0 repositories listed
• Principal Fairness for Human and Algorithmic Decision-Making
  21 May 2020 0 repositories listed
• Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems
  20 May 2020 0 repositories listed
• Fair Outlier Detection
  20 May 2020 0 repositories listed
• SWIFT: Super-fast and Robust Privacy-Preserving Machine Learning
  20 May 2020 0 repositories listed
• Fair Inputs and Fair Outputs: The Incompatibility of Fairness in Privacy and Accuracy
  19 May 2020 0 repositories listed
• Fractional Top Trading Cycle on the Full Preference Domain
  19 May 2020 0 repositories listed
• BLAZE: Blazing Fast Privacy-Preserving Machine Learning
  18 May 2020 0 repositories listed
• The Role of Randomness and Noise in Strategic Classification
  17 May 2020 0 repositories listed
• Towards classification parity across cohorts
  16 May 2020 0 repositories listed
• Participatory Problem Formulation for Fairer Machine Learning Through Community Based System Dynamics
  15 May 2020 0 repositories listed
• Efficient and fair trading algorithms in market design environments
  14 May 2020 0 repositories listed
• Mitigating Gender Bias in Machine Learning Data Sets
  14 May 2020 0 repositories listed
• Thompson Sampling for Combinatorial Semi-bandits with Sleeping Arms and Long-Term Fairness Constraints
  14 May 2020 0 repositories listed
• Designing for Human Rights in AI
  11 May 2020 0 repositories listed
• Fair Algorithms for Hierarchical Agglomerative Clustering
  7 May 2020 0 repositories listed
• Visualisation and knowledge discovery from interpretable models
  7 May 2020 0 repositories listed
• Ensuring Fairness under Prior Probability Shifts
  6 May 2020 0 repositories listed
• Sample Complexity of Uniform Convergence for Multicalibration
  4 May 2020 0 repositories listed
• FairMatch: A Graph-based Approach for Improving Aggregate Diversity in Recommender Systems
  3 May 2020 0 repositories listed
• Multi-agent Reinforcement Learning for Decentralized Stable Matching
  3 May 2020 0 repositories listed
• Dimensions of Diversity in Human Perceptions of Algorithmic Fairness
  2 May 2020 0 repositories listed
• Does Data Augmentation Improve Generalization in NLP?
  30 Apr 2020 0 repositories listed
• Stereotype-Free Classification of Fictitious Faces
  29 Apr 2020 0 repositories listed
• On the Reliability of Test Collections for Evaluating Systems of Different Types
  28 Apr 2020 0 repositories listed
• An Epistemic Approach to the Formal Specification of Statistical Machine Learning
  27 Apr 2020 0 repositories listed
• Is Your Classifier Actually Biased? Measuring Fairness under Uncertainty with Bernstein Bounds
  26 Apr 2020 0 repositories listed
• Probabilistic Serial Mechanism for Multi-Type Resource Allocation
  25 Apr 2020 0 repositories listed
• Impact of different belief facets on agents' decision -- a refined cognitive architecture to model the interaction between organisations' institutional characteristics and agents' behaviour
  24 Apr 2020 0 repositories listed
• Beam Blockage in Optical Wireless Systems
  23 Apr 2020 0 repositories listed
• Alleviating the recommendation bias via rank aggregation
  22 Apr 2020 0 repositories listed
• Hierarchically Fair Federated Learning
  22 Apr 2020 0 repositories listed
• SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning
  22 Apr 2020 0 repositories listed
• Games for Fairness and Interpretability
  20 Apr 2020 0 repositories listed
• Boxer: Interactive Comparison of Classifier Results
  16 Apr 2020 0 repositories listed
• Individual Fairness in Pipelines
  12 Apr 2020 0 repositories listed
• Abstracting Fairness: Oracles, Metrics, and Interpretability
  4 Apr 2020 0 repositories listed
• Measuring Social Biases of Crowd Workers using Counterfactual Queries
  4 Apr 2020 0 repositories listed