| Nighttime Light Intensity and Child Health Outcomes in Bangladesh | Aug 2, 2021 | Additive models | —Unverified | 0 |
| Smoothed Bernstein Online Aggregation for Day-Ahead Electricity Demand Forecasting | Jul 13, 2021 | Additive modelsDemand Forecasting | —Unverified | 0 |
| Model compression as constrained optimization, with application to neural nets. Part V: combining compressions | Jul 9, 2021 | Additive modelsLow-rank compression | CodeCode Available | 0 |
| Discovery of Causal Additive Models in the Presence of Unobserved Variables | Jun 4, 2021 | Additive modelsCausal Discovery | —Unverified | 0 |
| NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning | Jun 3, 2021 | Additive modelsDeep Learning | CodeCode Available | 1 |
| Testing Directed Acyclic Graph via Structural, Supervised and Generative Adversarial Learning | Jun 2, 2021 | Additive models | CodeCode Available | 0 |
| Group selection and shrinkage: Structured sparsity for semiparametric additive models | May 25, 2021 | Additive modelsregression | —Unverified | 0 |
| Fast Training Method for Stochastic Compositional Optimization Problems | May 21, 2021 | Additive modelsMeta-Learning | —Unverified | 0 |
| Detecting of multi-modality in probabilistic regression models | Apr 4, 2021 | Additive modelsDescriptive | —Unverified | 0 |
| Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges | Mar 20, 2021 | Additive modelsBIG-bench Machine Learning | —Unverified | 0 |
| Approximation and Learning with Deep Convolutional Models: a Kernel Perspective | Feb 19, 2021 | Additive modelsGeneralization Bounds | CodeCode Available | 0 |
| High-Dimensional Bayesian Optimization via Tree-Structured Additive Models | Dec 24, 2020 | Additive modelsBayesian Optimization | CodeCode Available | 1 |
| Flexible, Non-parametric Modeling Using Regularized Neural Networks | Dec 18, 2020 | Additive modelsModel Selection | CodeCode Available | 0 |
| Explainable Recommendation Systems by Generalized Additive Models with Manifest and Latent Interactions | Dec 15, 2020 | Additive modelsCollaborative Filtering | —Unverified | 0 |
| Multi-task Additive Models for Robust Estimation and Automatic Structure Discovery | Dec 1, 2020 | Additive modelsBilevel Optimization | —Unverified | 0 |
| Generalized Boosting | Dec 1, 2020 | Additive modelsClassification | —Unverified | 0 |
| Deep Learning for Individual Heterogeneity | Oct 28, 2020 | Additive modelsDeep Learning | CodeCode Available | 0 |
| Learning Joint Intensity in a Multivariate Poisson Process on Statistical Manifolds | Oct 19, 2020 | Additive models | —Unverified | 0 |
| How many images do I need? Understanding how sample size per class affects deep learning model performance metrics for balanced designs in autonomous wildlife monitoring | Oct 16, 2020 | Additive modelsDeep Learning | —Unverified | 0 |
| Interpretable Machine Learning with an Ensemble of Gradient Boosting Machines | Oct 14, 2020 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 1 |
| Injury risk increases minimally over a large range of changes in activity level in children | Oct 6, 2020 | Additive models | —Unverified | 0 |
| Adaptive Methods for Short-Term Electricity Load Forecasting During COVID-19 Lockdown in France | Sep 14, 2020 | Additive modelsLoad Forecasting | —Unverified | 0 |
| Closed-Form Expressions for Global and Local Interpretation of Tsetlin Machines with Applications to Explaining High-Dimensional Data | Jul 27, 2020 | Additive modelsClustering | —Unverified | 0 |
| Additive Poisson Process: Learning Intensity of Higher-Order Interaction in Stochastic Processes | Jun 16, 2020 | Additive models | —Unverified | 0 |
| How Interpretable and Trustworthy are GAMs? | Jun 11, 2020 | Additive modelsInductive Bias | CodeCode Available | 1 |
