| NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning | Jun 3, 2021 | Additive modelsDeep Learning | CodeCode Available | 1 |
| High-Dimensional Bayesian Optimization via Tree-Structured Additive Models | Dec 24, 2020 | Additive modelsBayesian Optimization | CodeCode Available | 1 |
| Interpretable Machine Learning with an Ensemble of Gradient Boosting Machines | Oct 14, 2020 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 1 |
| How Interpretable and Trustworthy are GAMs? | Jun 11, 2020 | Additive modelsInductive Bias | CodeCode Available | 1 |
| Neural Additive Models: Interpretable Machine Learning with Neural Nets | Apr 29, 2020 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 1 |
| Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data Modalities | Feb 13, 2020 | Additive modelsregression | CodeCode Available | 1 |
| High-Dimensional Bayesian Optimization via Additive Models with Overlapping Groups | Feb 20, 2018 | Additive modelsBayesian Optimization | CodeCode Available | 1 |
| The Most Important Features in Generalized Additive Models Might Be Groups of Features | Jun 24, 2025 | Additive modelsInterpretable Machine Learning | —Unverified | 0 |
| An Optimized Franz-Parisi Criterion and its Equivalence with SQ Lower Bounds | Jun 6, 2025 | Additive models | —Unverified | 0 |
| Learning Joint Interventional Effects from Single-Variable Interventions in Additive Models | Jun 5, 2025 | Additive models | —Unverified | 0 |
| neuralGAM: An R Package for Fitting Generalized Additive Neural Networks | May 13, 2025 | Additive modelsAnomaly Detection | —Unverified | 0 |
| Navigating the Rashomon Effect: How Personalization Can Help Adjust Interpretable Machine Learning Models to Individual Users | May 11, 2025 | Additive modelsInterpretable Machine Learning | —Unverified | 0 |
| Recursive Identification of Structured Systems: An Instrumental-Variable Approach Applied to Mechanical Systems | Apr 24, 2025 | Additive modelsparameter estimation | —Unverified | 0 |
| Challenges in interpretability of additive models | Apr 14, 2025 | Additive models | —Unverified | 0 |
| Adaptive Shrinkage Estimation For Personalized Deep Kernel Regression In Modeling Brain Trajectories | Apr 10, 2025 | Additive modelsBenchmarking | CodeCode Available | 0 |
| Identification of additive multivariable continuous-time systems | Apr 2, 2025 | Additive models | —Unverified | 0 |
| AutoML Algorithms for Online Generalized Additive Model Selection: Application to Electricity Demand Forecasting | Mar 31, 2025 | Additive modelsAutoML | —Unverified | 0 |
| MT-NAM: An Efficient and Adaptive Model for Epileptic Seizure Detection | Mar 11, 2025 | Additive modelsEEG | —Unverified | 0 |
| Gradient-free stochastic optimization for additive models | Mar 3, 2025 | Additive modelsStochastic Optimization | —Unverified | 0 |
| InstaSHAP: Interpretable Additive Models Explain Shapley Values Instantly | Feb 20, 2025 | Additive modelsComputational Efficiency | —Unverified | 0 |
| Forecasting time series with constraints | Feb 14, 2025 | Additive modelsBenchmarking | CodeCode Available | 0 |
| Normative Cerebral Perfusion Across the Lifespan | Feb 12, 2025 | Additive models | —Unverified | 0 |
| LucidAtlas: Learning Uncertainty-Aware, Covariate-Disentangled, Individualized Atlas Representations | Feb 12, 2025 | Additive modelsscientific discovery | —Unverified | 0 |
| Causal Additive Models with Unobserved Causal Paths and Backdoor Paths | Feb 11, 2025 | Additive modelsCausal Discovery | —Unverified | 0 |
| Variable Selection Methods for Multivariate, Functional, and Complex Biomedical Data in the AI Age | Jan 12, 2025 | Additive modelsregression | —Unverified | 0 |
