| ControlBurn: Nonlinear Feature Selection with Sparse Tree Ensembles | Jul 8, 2022 | Additive modelsfeature selection | CodeCode Available | 1 |
| Deletion and Insertion Tests in Regression Models | May 25, 2022 | Additive modelsExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| CAT: Interpretable Concept-based Taylor Additive Models | Jun 25, 2024 | Additive models | CodeCode Available | 1 |
| How Interpretable and Trustworthy are GAMs? | Jun 11, 2020 | Additive modelsInductive Bias | CodeCode Available | 1 |
| Fast Sparse Classification for Generalized Linear and Additive Models | Feb 23, 2022 | Additive modelsClassification | CodeCode Available | 1 |
| Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data Modalities | Feb 13, 2020 | Additive modelsregression | CodeCode Available | 1 |
| High-Dimensional Bayesian Optimization via Tree-Structured Additive Models | Dec 24, 2020 | Additive modelsBayesian Optimization | CodeCode Available | 1 |
| LLMs Understand Glass-Box Models, Discover Surprises, and Suggest Repairs | Aug 2, 2023 | Additive models | CodeCode Available | 1 |
| Neural Additive Models: Interpretable Machine Learning with Neural Nets | Apr 29, 2020 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 1 |
| Scalable Interpretability via Polynomials | May 27, 2022 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 1 |
