| Differentially Private Random Feature Model | Dec 6, 2024 | Fairnessmodel | CodeCode Available | 0 | 5 |
| Differentially Private Representation for NLP: Formal Guarantee and An Empirical Study on Privacy and Fairness | Oct 3, 2020 | Fairness | CodeCode Available | 0 | 5 |
| Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine Learning | Mar 15, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| Learning Controllable Fair Representations | Dec 11, 2018 | Fairness | CodeCode Available | 0 | 5 |
| Balancing Efficiency and Fairness in On-Demand Ridesourcing | Dec 1, 2019 | Fairness | CodeCode Available | 0 | 5 |
| Learning Efficient and Fair Policies for Uncertainty-Aware Collaborative Human-Robot Order Picking | Apr 9, 2024 | Deep Reinforcement LearningFairness | CodeCode Available | 0 | 5 |
| Addressing Marketing Bias in Product Recommendations | Dec 4, 2019 | Collaborative FilteringFairness | CodeCode Available | 0 | 5 |
| Enhancing Robust Fairness via Confusional Spectral Regularization | Jan 22, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition Models | Apr 8, 2020 | Fairnessnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Variational Fair Clustering | Jun 19, 2019 | ClusteringFairness | CodeCode Available | 0 | 5 |
| Closing the Gender Wage Gap: Adversarial Fairness in Job Recommendation | Sep 20, 2022 | FairnessGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| Modeling Disclosive Transparency in NLP Application Descriptions | Jan 2, 2021 | FairnessLanguage Modeling | CodeCode Available | 0 | 5 |
| Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I Networks | Jan 14, 2025 | FairnessScheduling | CodeCode Available | 0 | 5 |
| Endowing Pre-trained Graph Models with Provable Fairness | Feb 19, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| Empirical Risk Minimization under Fairness Constraints | Feb 23, 2018 | Fairness | CodeCode Available | 0 | 5 |
| Addressing Missing Sources with Adversarial Support-Matching | Mar 24, 2022 | Fairness | CodeCode Available | 0 | 5 |
| Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency | Jun 5, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement | Jun 3, 2024 | Anomaly DetectionDecision Making | CodeCode Available | 0 | 5 |
| Embracing Fairness in Consumer Electricity Markets using an Automatic Market Maker | Jul 30, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Learning Fair Rule Lists | Sep 9, 2019 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Certified Defense on the Fairness of Graph Neural Networks | Nov 5, 2023 | FairnessGraph Learning | CodeCode Available | 0 | 5 |
| An Algorithmic Framework for Fairness Elicitation | May 25, 2019 | FairnessGeneralization Bounds | CodeCode Available | 0 | 5 |
| Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering Systems | Oct 16, 2023 | FairnessQuestion Answering | CodeCode Available | 0 | 5 |
| Enhancing Fairness of Visual Attribute Predictors | Jul 7, 2022 | AttributeFairness | CodeCode Available | 0 | 5 |
| Classification with Fairness Constraints: A Meta-Algorithm with Provable Guarantees | Jun 15, 2018 | ClassificationFairness | CodeCode Available | 0 | 5 |
