| LLMs Understand Glass-Box Models, Discover Surprises, and Suggest Repairs | Aug 2, 2023 | Additive models | CodeCode Available | 1 |
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| Structural Neural Additive Models: Enhanced Interpretable Machine Learning | Feb 18, 2023 | Additive modelsInterpretable Machine Learning | CodeCode Available | 1 |
| 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 |
| Additive Covariance Matrix Models: Modelling Regional Electricity Net-Demand in Great Britain | Nov 14, 2022 | Additive modelsenergy trading | CodeCode Available | 1 |
| Augmenting Interpretable Models with LLMs during Training | Sep 23, 2022 | Additive modelsLanguage Modelling | CodeCode Available | 1 |
| From Shapley Values to Generalized Additive Models and back | Sep 8, 2022 | Additive models | CodeCode Available | 1 |
| ControlBurn: Nonlinear Feature Selection with Sparse Tree Ensembles | Jul 8, 2022 | Additive modelsfeature selection | CodeCode Available | 1 |
| 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 |
| Neural Basis Models for Interpretability | May 27, 2022 | Additive modelsInterpretable Machine Learning | CodeCode Available | 1 |
