| Integrating Random Forests and Generalized Linear Models for Improved Accuracy and Interpretability | Jul 4, 2023 | Drug Response PredictionFeature Importance | CodeCode Available | 1 |
| Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization | Jun 15, 2023 | FairnessFeature Importance | CodeCode Available | 1 |
| Unbiased Gradient Boosting Decision Tree with Unbiased Feature Importance | May 18, 2023 | Feature Importancefeature selection | CodeCode Available | 1 |
| Calibrated Explanations: with Uncertainty Information and Counterfactuals | May 3, 2023 | counterfactualExplainable artificial intelligence | CodeCode Available | 1 |
| Interpretable machine learning for time-to-event prediction in medicine and healthcare | Mar 17, 2023 | Decision MakingFeature Importance | CodeCode Available | 1 |
| SurvLIMEpy: A Python package implementing SurvLIME | Feb 21, 2023 | Feature ImportanceSurvival Analysis | CodeCode Available | 1 |
| Explainable Multilayer Graph Neural Network for Cancer Gene Prediction | Jan 20, 2023 | Feature ImportanceGraph Learning | CodeCode Available | 1 |
| fseval: A Benchmarking Framework for Feature Selection and Feature Ranking Algorithms | Nov 23, 2022 | Automated Feature EngineeringBenchmarking | CodeCode Available | 1 |
| Cards Against AI: Predicting Humor in a Fill-in-the-blank Party Game | Oct 24, 2022 | Feature Importance | CodeCode Available | 1 |
| Neural Eigenfunctions Are Structured Representation Learners | Oct 23, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
