| The Projected Covariance Measure for assumption-lean variable significance testing | Nov 3, 2022 | Additive modelsregression | CodeCode Available | 0 |
| On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach | Nov 2, 2022 | Additive modelsInterpretable Machine Learning | —Unverified | 0 |
| Short-term prediction of stream turbidity using surrogate data and a meta-model approach | Oct 11, 2022 | Additive modelsManagement | —Unverified | 0 |
| Higher-order Neural Additive Models: An Interpretable Machine Learning Model with Feature Interactions | Sep 30, 2022 | Additive modelsDecision Making | CodeCode Available | 0 |
| Augmenting Interpretable Models with LLMs during Training | Sep 23, 2022 | Additive modelsLanguage Modelling | CodeCode Available | 1 |
| Generalized Groves of Neural Additive Models: Pursuing transparent and accurate machine learning models in finance | Sep 21, 2022 | Additive modelsFairness | —Unverified | 0 |
| Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring | Sep 21, 2022 | Additive modelsFairness | —Unverified | 0 |
| A review of predictive uncertainty estimation with machine learning | Sep 17, 2022 | Additive modelsquantile regression | —Unverified | 0 |
| From Shapley Values to Generalized Additive Models and back | Sep 8, 2022 | Additive models | CodeCode Available | 1 |
| Regression modelling of spatiotemporal extreme U.S. wildfires via partially-interpretable neural networks | Aug 16, 2022 | Additive modelsComputational Efficiency | CodeCode Available | 0 |
