| Fairness of ChatGPT and the Role Of Explainable-Guided Prompts | Jul 14, 2023 | Binary ClassificationFairness | CodeCode Available | 0 |
| RELIANT: Fair Knowledge Distillation for Graph Neural Networks | Jan 3, 2023 | FairnessGraph Learning | CodeCode Available | 0 |
| Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations | May 4, 2023 | Fairness | CodeCode Available | 0 |
| Fairness of Exposure in Light of Incomplete Exposure Estimation | May 25, 2022 | Fairness | CodeCode Available | 0 |
| Fairness of Exposure in Online Restless Multi-armed Bandits | Feb 9, 2024 | FairnessMulti-Armed Bandits | CodeCode Available | 0 |
| Style Pooling: Automatic Text Style Obfuscation for Improved Classification Fairness | Sep 10, 2021 | AttributeClassification | CodeCode Available | 0 |
| Learning Informative Representation for Fairness-aware Multivariate Time-series Forecasting: A Group-based Perspective | Jan 27, 2023 | FairnessMultivariate Time Series Forecasting | CodeCode Available | 0 |
| Biased Heritage: How Datasets Shape Models in Facial Expression Recognition | Mar 5, 2025 | Binary ClassificationFacial Expression Recognition | CodeCode Available | 0 |
| Remembering to Be Fair: Non-Markovian Fairness in Sequential Decision Making | Dec 8, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| CULTURE-GEN: Revealing Global Cultural Perception in Language Models through Natural Language Prompting | Apr 16, 2024 | DiversityFairness | CodeCode Available | 0 |
| Fairness-Optimized Synthetic EHR Generation for Arbitrary Downstream Predictive Tasks | Jun 4, 2024 | Fairness | CodeCode Available | 0 |
| FairDrop: Biased Edge Dropout for Enhancing Fairness in Graph Representation Learning | Apr 29, 2021 | FairnessGraph Representation Learning | CodeCode Available | 0 |
| [RE] Modeling Personalized Item Frequency Information for Next-basket Recommendation | Feb 27, 2024 | FairnessNext-basket recommendation | CodeCode Available | 0 |
| Removing biased data to improve fairness and accuracy | Feb 5, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Learning Optimal Predictive Checklists | Dec 2, 2021 | Fairness | CodeCode Available | 0 |
| Bias Disparity in Collaborative Recommendation: Algorithmic Evaluation and Comparison | Aug 2, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| An Empirical Study of Rich Subgroup Fairness for Machine Learning | Aug 24, 2018 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| On the Privacy Risks of Algorithmic Fairness | Nov 7, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Summarizing User-generated Textual Content: Motivation and Methods for Fairness in Algorithmic Summaries | Oct 22, 2018 | Extractive SummarizationFairness | CodeCode Available | 0 |
| Learning Rate Free Sampling in Constrained Domains | May 24, 2023 | Fairness | CodeCode Available | 0 |
| Fairness Properties of Face Recognition and Obfuscation Systems | Aug 5, 2021 | Face RecognitionFairness | CodeCode Available | 0 |
| Bias-Aware Agent: Enhancing Fairness in AI-Driven Knowledge Retrieval | Mar 27, 2025 | FairnessInformation Retrieval | CodeCode Available | 0 |
| Cross-Silo Federated Learning Across Divergent Domains with Iterative Parameter Alignment | Nov 8, 2023 | FairnessFederated Learning | CodeCode Available | 0 |
| A General Approach for Computing a Consensus in Group Decision Making That Integrates Multiple Ethical Principles | Jan 15, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| Towards Fair Classifiers Without Sensitive Attributes: Exploring Biases in Related Features | Apr 29, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 0 |
