Browse State-of-the-Art › Fairness › Papers, page 51

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 51 of 57: papers 5,001 to 5,100 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 Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization
  7 Oct 2020 0 repositories listed
• FairMixRep : Self-supervised Robust Representation Learning for Heterogeneous Data with Fairness constraints
  7 Oct 2020 0 repositories listed
• Fairness Perception from a Network-Centric Perspective
  7 Oct 2020 0 repositories listed
• Projection-Based Constrained Policy Optimization
  7 Oct 2020 0 repositories listed
• Characterising Bias in Compressed Models
  6 Oct 2020 0 repositories listed
• User Fairness, Item Fairness, and Diversity for Rankings in Two-Sided Markets
  4 Oct 2020 0 repositories listed
• Fairness in Machine Learning: A Survey
  4 Oct 2020 0 repositories listed
• Data-Efficient Pretraining via Contrastive Self-Supervision
  2 Oct 2020 0 repositories listed
• User-item matching for recommendation fairness
  30 Sep 2020 0 repositories listed
• Basic principles and concept design of a real-time clinical decision support system for managing medical emergencies on missions to Mars
  29 Sep 2020 0 repositories listed
• Two-Hop Multi-UAV Relay Network Optimization with Directional Antennas
  29 Sep 2020 0 repositories listed
• Utility is in the Eye of the User: A Critique of NLP Leaderboards
  29 Sep 2020 0 repositories listed
• DROPS: Deep Retrieval of Physiological Signals via Attribute-specific Clinical Prototypes
  28 Sep 2020 0 repositories listed
• Exchanging Lessons Between Algorithmic Fairness and Domain Generalization
  28 Sep 2020 0 repositories listed
• There is no trade-off: enforcing fairness can improve accuracy
  28 Sep 2020 0 repositories listed
• Towards a Measure of Individual Fairness for Deep Learning
  28 Sep 2020 0 repositories listed
• Differentially Private and Fair Deep Learning: A Lagrangian Dual Approach
  26 Sep 2020 0 repositories listed
• Fairness in Semi-supervised Learning: Unlabeled Data Help to Reduce Discrimination
  25 Sep 2020 0 repositories listed
• Legally grounded fairness objectives
  24 Sep 2020 0 repositories listed
• Understanding Fairness of Gender Classification Algorithms Across Gender-Race Groups
  24 Sep 2020 0 repositories listed
• Fair Meta-Learning For Few-Shot Classification
  23 Sep 2020 0 repositories listed
• Multi-Agent Deep Reinforcement Learning Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing
  23 Sep 2020 0 repositories listed
• Rank-Based Multi-task Learning for Fair Regression
  23 Sep 2020 0 repositories listed
• Unfairness Discovery and Prevention For Few-Shot Regression
  23 Sep 2020 0 repositories listed
• Achieving Proportionality up to the Maximin Item with Indivisible Goods
  20 Sep 2020 0 repositories listed
• What Role Do Intelligent Reflecting Surfaces Play in Multi-Antenna Non-Orthogonal Multiple Access?
  20 Sep 2020 0 repositories listed
• Group Fairness by Probabilistic Modeling with Latent Fair Decisions
  18 Sep 2020 0 repositories listed
• Learning Emotional-Blinded Face Representations
  18 Sep 2020 0 repositories listed
• Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals
  17 Sep 2020 0 repositories listed
• Strategy Proof Mechanisms for Facility Location in Euclidean and Manhattan Space
  17 Sep 2020 0 repositories listed
• Utility Maximization for Large-Scale Cell-Free Massive MIMO Downlink
  15 Sep 2020 0 repositories listed
• Active Fairness Instead of Unawareness
  14 Sep 2020 0 repositories listed
• Fairness Constraints in Semi-supervised Learning
  14 Sep 2020 0 repositories listed
• Reforms meet fairness concerns in school and college admissions
  11 Sep 2020 0 repositories listed
• A Framework for Fairer Machine Learning in Organizations
  10 Sep 2020 0 repositories listed
• On the Fairness of 'Fake' Data in Legal AI
  10 Sep 2020 0 repositories listed
• Prune Responsibly
  10 Sep 2020 0 repositories listed
• Addressing Fairness in Classification with a Model-Agnostic Multi-Objective Algorithm
  9 Sep 2020 0 repositories listed
• Fairness principles for insurance contracts in the presence of default risk
  9 Sep 2020 0 repositories listed
• On the Identification of Fair Auditors to Evaluate Recommender Systems based on a Novel Non-Comparative Fairness Notion
  9 Sep 2020 0 repositories listed
• Computational Design of Cold Bent Glass Façades
  8 Sep 2020 0 repositories listed
• "And the Winner Is...": Dynamic Lotteries for Multi-group Fairness-Aware Recommendation
  5 Sep 2020 0 repositories listed
• HyperFair: A Soft Approach to Integrating Fairness Criteria
  5 Sep 2020 0 repositories listed
• A General Framework for Fairness in Multistakeholder Recommendations
  4 Sep 2020 0 repositories listed
• Fair and Useful Cohort Selection
  4 Sep 2020 0 repositories listed
• Fairness in the Eyes of the Data: Certifying Machine-Learning Models
  3 Sep 2020 0 repositories listed
• FairXGBoost: Fairness-aware Classification in XGBoost
  3 Sep 2020 0 repositories listed
• Comparing Fair Ranking Metrics
  2 Sep 2020 0 repositories listed
• Improving Fairness in Criminal Justice Algorithmic Risk Assessments Using Conformal Prediction Sets
  26 Aug 2020 0 repositories listed
• Auxiliary-task Based Deep Reinforcement Learning for Participant Selection Problem in Mobile Crowdsourcing
  25 Aug 2020 0 repositories listed
• The Fairness-Accuracy Pareto Front
  25 Aug 2020 0 repositories listed
• Beyond Individual and Group Fairness
  21 Aug 2020 0 repositories listed
• FairFly: A Fair Motion Planner for Fleets of Autonomous UAVs in Urban Airspace
  21 Aug 2020 0 repositories listed
• The Connection Between Popularity Bias, Calibration, and Fairness in Recommendation
  21 Aug 2020 0 repositories listed
• Analysing a built-in advantage in asymmetric darts contests using causal machine learning
  17 Aug 2020 0 repositories listed
• LiFT: A Scalable Framework for Measuring Fairness in ML Applications
  14 Aug 2020 0 repositories listed
• WAFFLe: Weight Anonymized Factorization for Federated Learning
  13 Aug 2020 0 repositories listed
• Rate-Splitting Multiple Access for Multigroup Multicast and Multibeam Satellite Systems
  12 Aug 2020 0 repositories listed
• Joint Bandwidth Allocation and Path Selection in WANs with Path Cardinality Constraints
  10 Aug 2020 0 repositories listed
• Risk-Sensitive Markov Decision Processes with Combined Metrics of Mean and Variance
  9 Aug 2020 0 repositories listed
• Deep F-measure Maximization for End-to-End Speech Understanding
  8 Aug 2020 0 repositories listed
• Machine Learning Fairness in Justice Systems: Base Rates, False Positives, and False Negatives
  5 Aug 2020 0 repositories listed
• More Than Privacy: Applying Differential Privacy in Key Areas of Artificial Intelligence
  5 Aug 2020 0 repositories listed
• Online Task Scheduling for Fog Computing with Multi-Resource Fairness
  1 Aug 2020 0 repositories listed
• Using LDA and LSTM Models to Study Public Opinions and Critical Groups Towards Congestion Pricing in New York City through 2007 to 2019
  1 Aug 2020 0 repositories listed
• Explainable Prediction of Text Complexity: The Missing Preliminaries for Text Simplification
  31 Jul 2020 0 repositories listed
• Optimizing Long-term Social Welfare in Recommender Systems: A Constrained Matching Approach
  31 Jul 2020 0 repositories listed
• Predictability and Fairness in Social Sensing
  31 Jul 2020 0 repositories listed
• Algorithmic Stability in Fair Allocation of Indivisible Goods Among Two Agents
  30 Jul 2020 0 repositories listed
• Visual Analysis of Discrimination in Machine Learning
  30 Jul 2020 0 repositories listed
• Defining and Evaluating Fair Natural Language Generation
  28 Jul 2020 0 repositories listed
• Ethics of Artificial Intelligence in Surgery
  28 Jul 2020 0 repositories listed
• Towards Accuracy-Fairness Paradox: Adversarial Example-based Data Augmentation for Visual Debiasing
  27 Jul 2020 0 repositories listed
• A Canonical Architecture For Predictive Analytics on Longitudinal Patient Records
  24 Jul 2020 0 repositories listed
• Addressing the Multistakeholder Impact of Popularity Bias in Recommendation Through Calibration
  23 Jul 2020 0 repositories listed
• Cell-Free Satellite-UAV Networks for 6G Wide-Area Internet of Things
  22 Jul 2020 0 repositories listed
• Dominant Resource Fairness with Meta-Types
  21 Jul 2020 0 repositories listed
• Learning Centric Power Allocation for Edge Intelligence
  21 Jul 2020 0 repositories listed
• Learning Structured Latent Factors from Dependent Data:A Generative Model Framework from Information-Theoretic Perspective
  21 Jul 2020 0 repositories listed
• Crowd, Lending, Machine, and Bias
  20 Jul 2020 0 repositories listed
• Investigating Bias and Fairness in Facial Expression Recognition
  20 Jul 2020 0 repositories listed
• Same-Day Delivery with Fairness
  19 Jul 2020 0 repositories listed
• A Distributionally Robust Approach to Fair Classification
  18 Jul 2020 0 repositories listed
• How to Democratise and Protect AI: Fair and Differentially Private Decentralised Deep Learning
  18 Jul 2020 0 repositories listed
• Technologies for Trustworthy Machine Learning: A Survey in a Socio-Technical Context
  17 Jul 2020 0 repositories listed
• Facets of Fairness in Search and Recommendation
  16 Jul 2020 0 repositories listed
• A Pairwise Fair and Community-preserving Approach to k-Center Clustering
  14 Jul 2020 0 repositories listed
• Verification of ML Systems via Reparameterization
  14 Jul 2020 0 repositories listed
• Fair Algorithms for Multi-Agent Multi-Armed Bandits
  13 Jul 2020 0 repositories listed
• Explaining the data or explaining a model? Shapley values that uncover non-linear dependencies
  12 Jul 2020 0 repositories listed
• The Impossibility Theorem of Machine Fairness -- A Causal Perspective
  12 Jul 2020 0 repositories listed
• Algorithmic Fairness in Education
  10 Jul 2020 0 repositories listed
• Transparency Tools for Fairness in AI (Luskin)
  9 Jul 2020 0 repositories listed
• Whither Fair Clustering?
  8 Jul 2020 0 repositories listed
• README: REpresentation learning by fairness-Aware Disentangling MEthod
  7 Jul 2020 0 repositories listed
• STBC-Aided Cooperative NOMA with Timing Offsets, Imperfect Successive Interference Cancellation, and Imperfect Channel State Information
  7 Jul 2020 0 repositories listed
• Fairness in machine learning: against false positive rate equality as a measure of fairness
  6 Jul 2020 0 repositories listed
• Model Distillation for Revenue Optimization: Interpretable Personalized Pricing
  3 Jul 2020 0 repositories listed
• Grading video interviews with fairness considerations
  2 Jul 2020 0 repositories listed
• Fairness constraints can help exact inference in structured prediction
  1 Jul 2020 0 repositories listed