| 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 |
| Axiomatic Interpretability for Multiclass Additive Models | Oct 22, 2018 | Additive modelsBinary Classification | CodeCode Available | 0 | 5 |
| Benchmarking time series classification -- Functional data vs machine learning approaches | Nov 18, 2019 | Additive modelsBenchmarking | 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 |
| Improving Neural Additive Models with Bayesian Principles | May 26, 2023 | Additive modelsBayesian Inference | 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 |
| FocusLearn: Fully-Interpretable, High-Performance Modular Neural Networks for Time Series | Nov 28, 2023 | Additive modelsfeature selection | CodeCode Available | 0 | 5 |
| A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds | Oct 18, 2021 | Additive modelsDecision Making | CodeCode Available | 0 | 5 |
| Gaussian Process Neural Additive Models | Feb 19, 2024 | Additive modelsExplainable Models | CodeCode Available | 0 | 5 |
| Hamiltonian Monte Carlo Acceleration Using Surrogate Functions with Random Bases | Jun 18, 2015 | Additive modelsBayesian Inference | 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 |
| Challenging the Performance-Interpretability Trade-off: An Evaluation of Interpretable Machine Learning Models | Sep 22, 2024 | Additive modelsInterpretable Machine Learning | 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 |
| Flexible, Non-parametric Modeling Using Regularized Neural Networks | Dec 18, 2020 | Additive modelsModel Selection | CodeCode Available | 0 | 5 |
| Forecasting time series with constraints | Feb 14, 2025 | Additive modelsBenchmarking | CodeCode Available | 0 | 5 |
| Robust Aggregation for Federated Learning | Dec 31, 2019 | Additive modelsFederated Learning | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Dependence Measure for non-additive model | Oct 6, 2013 | Additive modelsmodel | —Unverified | 0 | 0 |
| bamlss: A Lego Toolbox for Flexible Bayesian Regression (and Beyond) | Sep 25, 2019 | Additive modelsBayesian Inference | —Unverified | 0 | 0 |
| AutoML Algorithms for Online Generalized Additive Model Selection: Application to Electricity Demand Forecasting | Mar 31, 2025 | Additive modelsAutoML | —Unverified | 0 | 0 |
| Data-Efficient and Interpretable Tabular Anomaly Detection | Mar 3, 2022 | Additive modelsAnomaly Detection | —Unverified | 0 | 0 |
| Data fission: splitting a single data point | Dec 21, 2021 | Additive modelsBayesian Inference | —Unverified | 0 | 0 |
| Daily peak electrical load forecasting with a multi-resolution approach | Dec 8, 2021 | Additive modelsLoad Forecasting | —Unverified | 0 | 0 |
