| Scalable Interpretability via Polynomials | May 27, 2022 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 1 |
| Deletion and Insertion Tests in Regression Models | May 25, 2022 | Additive modelsExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Fast Sparse Classification for Generalized Linear and Additive Models | Feb 23, 2022 | Additive modelsClassification | CodeCode Available | 1 |
| Fast Interpretable Greedy-Tree Sums | Jan 28, 2022 | Additive modelsDecision Making | CodeCode Available | 1 |
| GAM Changer: Editing Generalized Additive Models with Interactive Visualization | Dec 6, 2021 | Additive modelsInterpretable Machine Learning | CodeCode Available | 1 |
| NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning | Jun 3, 2021 | Additive modelsDeep Learning | CodeCode Available | 1 |
| High-Dimensional Bayesian Optimization via Tree-Structured Additive Models | Dec 24, 2020 | Additive modelsBayesian Optimization | CodeCode Available | 1 |
| Interpretable Machine Learning with an Ensemble of Gradient Boosting Machines | Oct 14, 2020 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 1 |
| How Interpretable and Trustworthy are GAMs? | Jun 11, 2020 | Additive modelsInductive Bias | CodeCode Available | 1 |
| Neural Additive Models: Interpretable Machine Learning with Neural Nets | Apr 29, 2020 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 1 |
