| Positivity-free Policy Learning with Observational Data | Oct 10, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Chasing Fairness in Graphs: A GNN Architecture Perspective | Dec 19, 2023 | AttributeContrastive Learning | CodeCode Available | 0 | 5 |
| Characterizing the risk of fairwashing | Jun 14, 2021 | Fairness | CodeCode Available | 0 | 5 |
| Post-processing for Fair Regression via Explainable SVD | Apr 4, 2025 | AttributeFairness | CodeCode Available | 0 | 5 |
| POTs: Protective Optimization Technologies | Jun 7, 2018 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Efficient Estimation of Shortest-Path Distance Distributions to Samples in Graphs | Feb 21, 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 |
| Predicting Race and Ethnicity From the Sequence of Characters in a Name | May 5, 2018 | Fairness | CodeCode Available | 0 | 5 |
| Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition | Jun 10, 2024 | Emotion RecognitionFairness | CodeCode Available | 0 | 5 |
| Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer | Nov 17, 2017 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| A Confidence-Based Approach for Balancing Fairness and Accuracy | Jan 21, 2016 | Fairness | CodeCode Available | 0 | 5 |
| Ensuring Fairness Beyond the Training Data | Jul 12, 2020 | Fairness | CodeCode Available | 0 | 5 |
| Beyond Parity: Fairness Objectives for Collaborative Filtering | May 24, 2017 | Collaborative FilteringFairness | CodeCode Available | 0 | 5 |
| Equal Experience in Recommender Systems | Oct 12, 2022 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| Equal Opportunity in Online Classification with Partial Feedback | Feb 6, 2019 | ClassificationDecision Making Under Uncertainty | CodeCode Available | 0 | 5 |
| Private, fair and accurate: Training large-scale, privacy-preserving AI models in medical imaging | Feb 3, 2023 | Computed Tomography (CT)Diagnostic | CodeCode Available | 0 | 5 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| PrivFair: a Library for Privacy-Preserving Fairness Auditing | Feb 8, 2022 | FairnessPrivacy Preserving | CodeCode Available | 0 | 5 |
| Enhancing New-item Fairness in Dynamic Recommender Systems | Apr 30, 2025 | FairnessKnowledge Distillation | CodeCode Available | 0 | 5 |
| Policy Learning with Observational Data | Feb 9, 2017 | FairnessForm | CodeCode Available | 0 | 5 |
| Characterizing Fairness Over the Set of Good Models Under Selective Labels | Jan 2, 2021 | Fairness | CodeCode Available | 0 | 5 |
| Probably Approximate Shapley Fairness with Applications in Machine Learning | Dec 1, 2022 | Data ValuationFairness | CodeCode Available | 0 | 5 |
| Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms | Aug 22, 2019 | Data ValuationFairness | CodeCode Available | 0 | 5 |
| Enhancing Fairness of Visual Attribute Predictors | Jul 7, 2022 | AttributeFairness | CodeCode Available | 0 | 5 |
| Enhancing Group Fairness in Online Settings Using Oblique Decision Forests | Oct 17, 2023 | Fairness | CodeCode Available | 0 | 5 |
