| 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 |
| Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring | Sep 21, 2022 | Additive modelsFairness | —Unverified | 0 |
| Generalized Groves of Neural Additive Models: Pursuing transparent and accurate machine learning models in finance | 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 |
| Boosting with copula-based components | Aug 9, 2022 | Additive modelsModel Selection | —Unverified | 0 |
| ControlBurn: Nonlinear Feature Selection with Sparse Tree Ensembles | Jul 8, 2022 | Additive modelsfeature selection | CodeCode Available | 1 |
| An Additive Instance-Wise Approach to Multi-class Model Interpretation | Jul 7, 2022 | Additive modelsInterpretable Machine Learning | CodeCode Available | 0 |
| 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 |
| Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values | Jun 30, 2022 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 5 |
| Using generalized additive models to decompose time series and waveforms, and dissect heart-lung interaction physiology | Jun 13, 2022 | Additive modelsMedical waveform analysis | CodeCode Available | 0 |
| Bayesian NVH metamodels to assess interior cabin noise using measurement databases | Jun 12, 2022 | Additive models | —Unverified | 0 |
| Scalable Interpretability via Polynomials | May 27, 2022 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 1 |
| Neural Basis Models for Interpretability | May 27, 2022 | Additive modelsInterpretable Machine Learning | CodeCode Available | 1 |
| Deletion and Insertion Tests in Regression Models | May 25, 2022 | Additive modelsExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Neural Additive Models for Nowcasting | May 20, 2022 | Additive modelsBIG-bench Machine Learning | —Unverified | 0 |
| The Franz-Parisi Criterion and Computational Trade-offs in High Dimensional Statistics | May 19, 2022 | Additive models | —Unverified | 0 |
| DDAC-SpAM: A Distributed Algorithm for Fitting High-dimensional Sparse Additive Models with Feature Division and Decorrelation | May 16, 2022 | Additive modelsfeature selection | —Unverified | 0 |
| KASAM: Spline Additive Models for Function Approximation | May 12, 2022 | Additive modelsContinual Learning | CodeCode Available | 0 |
| A One-Covariate-at-a-Time Method for Nonparametric Additive Models | Apr 26, 2022 | Additive models | —Unverified | 0 |
