| 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 |
| Predicting Census Survey Response Rates With Parsimonious Additive Models and Structured Interactions | Aug 24, 2021 | Additive modelsregression | CodeCode Available | 0 |
| Ensemble Multi-Quantiles: Adaptively Flexible Distribution Prediction for Uncertainty Quantification | Nov 26, 2022 | Additive modelsregression | CodeCode Available | 0 |
| Modeling non-linear Effects with Neural Networks in Relational Event Models | Dec 19, 2023 | Additive modelsComputational Efficiency | CodeCode Available | 0 |
| Grounding learning of modifier dynamics: An application to color naming | Sep 17, 2019 | Additive modelsNatural Language Understanding | CodeCode Available | 0 |
| FocusLearn: Fully-Interpretable, High-Performance Modular Neural Networks for Time Series | Nov 28, 2023 | Additive modelsfeature selection | CodeCode Available | 0 |
| Testing Directed Acyclic Graph via Structural, Supervised and Generative Adversarial Learning | Jun 2, 2021 | Additive models | CodeCode Available | 0 |
| Hamiltonian Monte Carlo Acceleration Using Surrogate Functions with Random Bases | Jun 18, 2015 | Additive modelsBayesian Inference | CodeCode Available | 0 |
| ProtoNAM: Prototypical Neural Additive Models for Interpretable Deep Tabular Learning | Oct 7, 2024 | Additive models | CodeCode Available | 0 |
| The Projected Covariance Measure for assumption-lean variable significance testing | Nov 3, 2022 | Additive modelsregression | CodeCode Available | 0 |
| Hierarchical transfer learning with applications for electricity load forecasting | Nov 16, 2021 | Additive modelsLoad Forecasting | CodeCode Available | 0 |
| Purifying Interaction Effects with the Functional ANOVA: An Efficient Algorithm for Recovering Identifiable Additive Models | Nov 12, 2019 | Additive models | CodeCode Available | 0 |
| Efficient mid-term forecasting of hourly electricity load using generalized additive models | May 27, 2024 | Additive modelsenergy trading | CodeCode Available | 0 |
| DNAMite: Interpretable Calibrated Survival Analysis with Discretized Additive Models | Nov 8, 2024 | Additive modelsSurvival Analysis | CodeCode Available | 0 |
| Multi-Level Additive Modeling for Structured Non-IID Federated Learning | May 26, 2024 | Additive modelsFederated Learning | CodeCode Available | 0 |
| Higher-order Neural Additive Models: An Interpretable Machine Learning Model with Feature Interactions | Sep 30, 2022 | Additive modelsDecision Making | CodeCode Available | 0 |
| Sparse Partially Linear Additive Models | Jul 17, 2014 | Additive modelsModel Selection | CodeCode Available | 0 |
| Deep Learning for Individual Heterogeneity | Oct 28, 2020 | Additive modelsDeep Learning | CodeCode Available | 0 |
| The Structurally Complex with Additive Parent Causality (SCARY) Dataset | Apr 27, 2023 | Additive modelsCausal Discovery | CodeCode Available | 0 |
| Additive Gaussian Processes | Dec 19, 2011 | Additive modelsGaussian Processes | CodeCode Available | 0 |
| Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models | May 19, 2023 | Additive modelsTime Series | CodeCode Available | 0 |
| How Well Do Feature-Additive Explainers Explain Feature-Additive Predictors? | Oct 27, 2023 | Additive modelsAttribute | CodeCode Available | 0 |
| 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 |
| A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds | Oct 18, 2021 | Additive modelsDecision Making | CodeCode Available | 0 |
| Do Not Trust Additive Explanations | Mar 27, 2019 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 0 |
