| LUCID-GAN: Conditional Generative Models to Locate Unfairness | Jul 28, 2023 | Bias DetectionFairness | CodeCode Available | 0 |
| Fair Tree Classifier using Strong Demographic Parity | Oct 18, 2021 | AttributeClassification | CodeCode Available | 0 |
| FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification | Jan 14, 2025 | AttributeDecision Making | CodeCode Available | 0 |
| Counterfactual Generative Models for Time-Varying Treatments | May 25, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| Assessing instructor-AI cooperation for grading essay-type questions in an introductory sociology course | Jan 11, 2025 | FairnessSociology | CodeCode Available | 0 |
| FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning | Jun 7, 2022 | FairnessFederated Learning | CodeCode Available | 0 |
| M^2FGB: A Min-Max Gradient Boosting Framework for Subgroup Fairness | Apr 16, 2025 | Fairness | CodeCode Available | 0 |
| FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning | Apr 10, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| FairViT: Fair Vision Transformer via Adaptive Masking | Jul 20, 2024 | Computational EfficiencyFairness | CodeCode Available | 0 |
| M^3Fair: Mitigating Bias in Healthcare Data through Multi-Level and Multi-Sensitive-Attribute Reweighting Method | Jun 7, 2023 | AttributeFairness | CodeCode Available | 0 |
| Fairwalk: Towards fair graph embedding | Jan 1, 2019 | FairnessGraph Embedding | CodeCode Available | 0 |
| Fairwashing: the risk of rationalization | Jan 28, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| A Fairness-Oriented Reinforcement Learning Approach for the Operation and Control of Shared Micromobility Services | Mar 23, 2024 | FairnessQ-Learning | CodeCode Available | 0 |
| BeMap: Balanced Message Passing for Fair Graph Neural Network | Jun 7, 2023 | FairnessGraph Neural Network | CodeCode Available | 0 |
| Pairwise Fairness for Ordinal Regression | May 7, 2021 | Binary ClassificationFairness | CodeCode Available | 0 |
| Analysis of Trade-offs in Fair Principal Component Analysis Based on Multi-objective Optimization | Jun 11, 2020 | Dimensionality ReductionFairness | CodeCode Available | 0 |
| Fair Wrapping for Black-box Predictions | Jan 31, 2022 | Fairness | CodeCode Available | 0 |
| FairX: A comprehensive benchmarking tool for model analysis using fairness, utility, and explainability | Jun 20, 2024 | BenchmarkingFairness | CodeCode Available | 0 |
| Pantypes: Diverse Representatives for Self-Explainable Models | Mar 14, 2024 | DiversityExplainable Models | CodeCode Available | 0 |
| Counterfactual Fairness in Mortgage Lending via Matching and Randomization | Dec 3, 2021 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
| Achieving Fairness in DareFightingICE Agents Evaluation Through a Delay Mechanism | Dec 26, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Falcon: Fair Active Learning using Multi-armed Bandits | Jan 23, 2024 | Active LearningAttribute | CodeCode Available | 0 |
| Machine Learning Fairness in House Price Prediction: A Case Study of America's Expanding Metropolises | May 2, 2025 | Fairness | CodeCode Available | 0 |
| FAL-CUR: Fair Active Learning using Uncertainty and Representativeness on Fair Clustering | Sep 21, 2022 | Active LearningClustering | CodeCode Available | 0 |
| Paradoxes in Fair Machine Learning | Dec 1, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
