| Empirical Risk Minimization under Fairness Constraints | Feb 23, 2018 | Fairness | 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 |
| Counterfactually Fair Prediction Using Multiple Causal Models | Oct 1, 2018 | counterfactualFairness | CodeCode Available | 0 | 5 |
| Fair Mixed Effects Support Vector Machine | May 10, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Endowing Pre-trained Graph Models with Provable Fairness | Feb 19, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| Counterfactually Fair Representation | Nov 9, 2023 | counterfactualFairness | CodeCode Available | 0 | 5 |
| Adaptive Bounded Exploration and Intermediate Actions for Data Debiasing | Apr 10, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness setting | Feb 16, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Fairness-Accuracy Trade-Offs: A Causal Perspective | May 24, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| Counterfactual Risk Assessments, Evaluation, and Fairness | Aug 30, 2019 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Counterfactual Situation Testing: From Single to Multidimensional Discrimination | Feb 3, 2025 | Attributecounterfactual | CodeCode Available | 0 | 5 |
| Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the Difference | Feb 23, 2023 | Attributecounterfactual | CodeCode Available | 0 | 5 |
| Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness Evaluation | May 29, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Adaptive Data Debiasing through Bounded Exploration | Oct 25, 2021 | Fairness | CodeCode Available | 0 | 5 |
| Fairness and Privacy in Federated Learning and Their Implications in Healthcare | Aug 15, 2023 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| Evaluating Robustness of Counterfactual Explanations | Mar 3, 2021 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Fairness Auditing with Multi-Agent Collaboration | Feb 13, 2024 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Coverage-based Fairness in Multi-document Summarization | Dec 11, 2024 | AttributeDocument Summarization | CodeCode Available | 0 | 5 |
| COVID-19 detection from pulmonary CT scans using a novel EfficientNet with attention mechanism | Mar 18, 2024 | Computed Tomography (CT)COVID-19 Diagnosis | CodeCode Available | 0 | 5 |
| Assessing Disparate Impacts of Personalized Interventions: Identifiability and Bounds | Jun 4, 2019 | FairnessSensitivity | CodeCode Available | 0 | 5 |
| Embracing Fairness in Consumer Electricity Markets using an Automatic Market Maker | Jul 30, 2024 | 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 Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Assessing Disparate Impact of Personalized Interventions: Identifiability and Bounds | Dec 1, 2019 | FairnessSensitivity | CodeCode Available | 0 | 5 |
| An Algorithmic Framework for Fairness Elicitation | May 25, 2019 | FairnessGeneralization Bounds | CodeCode Available | 0 | 5 |
