| Generalized Sparse Additive Models | Mar 11, 2019 | Additive models | —Unverified | 0 |
| Generalized Minkowski sets for the regularization of inverse problems | Mar 10, 2019 | Additive models | CodeCode Available | 0 |
| Scalable GAM using sparse variational Gaussian processes | Dec 28, 2018 | Additive modelsGaussian Processes | —Unverified | 0 |
| Neural Interaction Transparency (NIT): Disentangling Learned Interactions for Improved Interpretability | Dec 1, 2018 | Additive modelsRepresentation Learning | —Unverified | 0 |
| Axiomatic Interpretability for Multiclass Additive Models | Oct 22, 2018 | Additive modelsBinary Classification | CodeCode Available | 0 |
| Fast Automatic Smoothing for Generalized Additive Models | Sep 25, 2018 | Additive models | —Unverified | 0 |
| Structured nonlinear variable selection | May 16, 2018 | Additive modelsVariable Selection | CodeCode Available | 0 |
| Large-scale Nonlinear Variable Selection via Kernel Random Features | Apr 19, 2018 | Additive modelsregression | —Unverified | 0 |
| Performance evaluation and hyperparameter tuning of statistical and machine-learning models using spatial data | Mar 29, 2018 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 0 |
| Detecting Nonlinear Causality in Multivariate Time Series with Sparse Additive Models | Mar 11, 2018 | Additive modelsModel Selection | —Unverified | 0 |
| High-Dimensional Bayesian Optimization via Additive Models with Overlapping Groups | Feb 20, 2018 | Additive modelsBayesian Optimization | CodeCode Available | 1 |
| Statistical Learnability of Generalized Additive Models based on Total Variation Regularization | Feb 8, 2018 | Additive modelsGeneral Classification | —Unverified | 0 |
| Considerations When Learning Additive Explanations for Black-Box Models | Jan 26, 2018 | Additive models | CodeCode Available | 0 |
| Group Sparse Additive Machine | Dec 1, 2017 | Additive modelsClassification | —Unverified | 0 |
| Tree-Structured Boosting: Connections Between Gradient Boosted Stumps and Full Decision Trees | Nov 18, 2017 | Additive modelsGeneral Classification | —Unverified | 0 |
| Sparse Linear Isotonic Models | Oct 16, 2017 | Additive models | —Unverified | 0 |
| Multilevel Modeling with Structured Penalties for Classification from Imaging Genetics data | Oct 10, 2017 | Additive modelsGeneral Classification | —Unverified | 0 |
| Nonparametric regression using deep neural networks with ReLU activation function | Aug 22, 2017 | Additive modelsregression | —Unverified | 0 |
| Interpretable Low-Dimensional Regression via Data-Adaptive Smoothing | Aug 6, 2017 | Additive modelsDenoising | —Unverified | 0 |
| Additive Component Analysis | Jul 1, 2017 | Additive modelsDenoising | —Unverified | 0 |
| Sparse hierarchical interaction learning with epigraphical projection | May 22, 2017 | Additive models | CodeCode Available | 0 |
| Convex-constrained Sparse Additive Modeling and Its Extensions | May 1, 2017 | Additive modelsregression | —Unverified | 0 |
| GapTV: Accurate and Interpretable Low-Dimensional Regression and Classification | Feb 23, 2017 | Additive modelsClassification | —Unverified | 0 |
| Additive Models with Trend Filtering | Feb 16, 2017 | Additive models | —Unverified | 0 |
| Joint Semantic Synthesis and Morphological Analysis of the Derived Word | Jan 4, 2017 | Additive modelsMorphological Analysis | —Unverified | 0 |
