| How Your Location Relates to Health: Variable Importance and Interpretable Machine Learning for Environmental and Sociodemographic Data | Jan 3, 2025 | Additive modelsInterpretable Machine Learning | CodeCode Available | 0 | 5 |
| Modeling non-linear Effects with Neural Networks in Relational Event Models | Dec 19, 2023 | Additive modelsComputational Efficiency | CodeCode Available | 0 | 5 |
| Do Not Trust Additive Explanations | Mar 27, 2019 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models | May 19, 2023 | Additive modelsTime Series | CodeCode Available | 0 | 5 |
| Chained Gaussian Processes | Apr 18, 2016 | Additive modelsGaussian Processes | CodeCode Available | 0 | 5 |
| Additive Gaussian Processes | Dec 19, 2011 | Additive modelsGaussian Processes | CodeCode Available | 0 | 5 |
| A Factored Generalized Additive Model for Clinical Decision Support in the Operating Room | Jul 29, 2019 | Additive modelsRespiratory Failure | CodeCode Available | 0 | 5 |
| neuralGAM: Explainable generalized additive neural networks with independent neural network training | Jul 8, 2024 | Additive modelsAnomaly Detection | CodeCode Available | 0 | 5 |
| Higher-order Neural Additive Models: An Interpretable Machine Learning Model with Feature Interactions | Sep 30, 2022 | Additive modelsDecision Making | CodeCode Available | 0 | 5 |
| Deep Learning for Individual Heterogeneity | Oct 28, 2020 | Additive modelsDeep Learning | CodeCode Available | 0 | 5 |
| How Well Do Feature-Additive Explainers Explain Feature-Additive Predictors? | Oct 27, 2023 | Additive modelsAttribute | CodeCode Available | 0 | 5 |
| Nowcasting the 2022 mpox outbreak in England | Feb 17, 2023 | Additive models | CodeCode Available | 0 | 5 |
| Interpretable Generalized Additive Models for Datasets with Missing Values | Dec 3, 2024 | Additive modelsImputation | CodeCode Available | 0 | 5 |
| Can local explanation techniques explain linear additive models? | Sep 19, 2023 | Additive modelsExplanation Fidelity Evaluation | CodeCode Available | 0 | 5 |
| Hamiltonian Monte Carlo Acceleration Using Surrogate Functions with Random Bases | Jun 18, 2015 | Additive modelsBayesian Inference | CodeCode Available | 0 | 5 |
| Hierarchical transfer learning with applications for electricity load forecasting | Nov 16, 2021 | Additive modelsLoad Forecasting | CodeCode Available | 0 | 5 |
| Generalized Minkowski sets for the regularization of inverse problems | Mar 10, 2019 | Additive models | CodeCode Available | 0 | 5 |
| Gaussian Process Neural Additive Models | Feb 19, 2024 | Additive modelsExplainable Models | CodeCode Available | 0 | 5 |
| Grounding learning of modifier dynamics: An application to color naming | Sep 17, 2019 | Additive modelsNatural Language Understanding | CodeCode Available | 0 | 5 |
| An Additive Instance-Wise Approach to Multi-class Model Interpretation | Jul 7, 2022 | Additive modelsInterpretable Machine Learning | CodeCode Available | 0 | 5 |
| Efficient mid-term forecasting of hourly electricity load using generalized additive models | May 27, 2024 | Additive modelsenergy trading | CodeCode Available | 0 | 5 |
| DNAMite: Interpretable Calibrated Survival Analysis with Discretized Additive Models | Nov 8, 2024 | Additive modelsSurvival Analysis | CodeCode Available | 0 | 5 |
| Benchmarking time series classification -- Functional data vs machine learning approaches | Nov 18, 2019 | Additive modelsBenchmarking | CodeCode Available | 0 | 5 |
| Ensemble Multi-Quantiles: Adaptively Flexible Distribution Prediction for Uncertainty Quantification | Nov 26, 2022 | Additive modelsregression | CodeCode Available | 0 | 5 |
| Flexible, Non-parametric Modeling Using Regularized Neural Networks | Dec 18, 2020 | Additive modelsModel Selection | CodeCode Available | 0 | 5 |
