| High-Dimensional Bayesian Optimization via Additive Models with Overlapping Groups | Feb 20, 2018 | Additive modelsBayesian Optimization | CodeCode Available | 1 | 5 |
| From Shapley Values to Generalized Additive Models and back | Sep 8, 2022 | Additive models | CodeCode Available | 1 | 5 |
| GAM Coach: Towards Interactive and User-centered Algorithmic Recourse | Feb 27, 2023 | Additive modelscounterfactual | CodeCode Available | 1 | 5 |
| IGANN Sparse: Bridging Sparsity and Interpretability with Non-linear Insight | Mar 17, 2024 | Additive modelsfeature selection | CodeCode Available | 1 | 5 |
| How trial-to-trial learning shapes mappings in the mental lexicon: Modelling Lexical Decision with Linear Discriminative Learning | Jul 1, 2022 | Additive modelsIncremental Learning | CodeCode Available | 1 | 5 |
| Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data Modalities | Feb 13, 2020 | Additive modelsregression | CodeCode Available | 1 | 5 |
| Fast Sparse Classification for Generalized Linear and Additive Models | Feb 23, 2022 | Additive modelsClassification | CodeCode Available | 1 | 5 |
| Neural Additive Models for Location Scale and Shape: A Framework for Interpretable Neural Regression Beyond the Mean | Jan 27, 2023 | Additive models | CodeCode Available | 1 | 5 |
| Fast Interpretable Greedy-Tree Sums | Jan 28, 2022 | Additive modelsDecision Making | CodeCode Available | 1 | 5 |
| Scalable Interpretability via Polynomials | May 27, 2022 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
