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| High-Dimensional Bayesian Optimization via Additive Models with Overlapping Groups | Feb 20, 2018 | Additive modelsBayesian Optimization | CodeCode Available | 1 |
| How trial-to-trial learning shapes mappings in the mental lexicon: Modelling Lexical Decision with Linear Discriminative Learning | Jul 1, 2022 | Additive modelsIncremental Learning | CodeCode Available | 1 |
| Regionally Additive Models: Explainable-by-design models minimizing feature interactions | Sep 21, 2023 | Additive models | CodeCode Available | 1 |
| ControlBurn: Nonlinear Feature Selection with Sparse Tree Ensembles | Jul 8, 2022 | Additive modelsfeature selection | CodeCode Available | 1 |
| Augmenting Interpretable Models with LLMs during Training | Sep 23, 2022 | Additive modelsLanguage Modelling | CodeCode Available | 1 |
| bamlss: A Lego Toolbox for Flexible Bayesian Regression (and Beyond) | Sep 25, 2019 | Additive modelsBayesian Inference | —Unverified | 0 |
| AutoML Algorithms for Online Generalized Additive Model Selection: Application to Electricity Demand Forecasting | Mar 31, 2025 | Additive modelsAutoML | —Unverified | 0 |
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| Data-Efficient and Interpretable Tabular Anomaly Detection | Mar 3, 2022 | Additive modelsAnomaly Detection | —Unverified | 0 |
| Dependence Measure for non-additive model | Oct 6, 2013 | Additive modelsmodel | —Unverified | 0 |
| Additive Poisson Process: Learning Intensity of Higher-Order Interaction in Poisson Processes | Sep 29, 2021 | Additive models | —Unverified | 0 |
| Accelerated Componentwise Gradient Boosting using Efficient Data Representation and Momentum-based Optimization | Oct 7, 2021 | Additive models | —Unverified | 0 |
| Associations between exposure to OPEs and rheumatoid arthritis risk among adults in NHANES, 2011-2018 | Sep 1, 2024 | Additive modelsNutrition | —Unverified | 0 |
| A review of predictive uncertainty estimation with machine learning | Sep 17, 2022 | Additive modelsquantile regression | —Unverified | 0 |
| Additive Poisson Process: Learning Intensity of Higher-Order Interaction in Stochastic Processes | Jun 16, 2020 | Additive models | —Unverified | 0 |
| Data fission: splitting a single data point | Dec 21, 2021 | Additive modelsBayesian Inference | —Unverified | 0 |
| Detecting Nonlinear Causality in Multivariate Time Series with Sparse Additive Models | Mar 11, 2018 | Additive modelsModel Selection | —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 |
| Classification by sparse generalized additive models | Dec 4, 2022 | Additive modelsClassification | —Unverified | 0 |
| Comparing Lexical Usage in Political Discourse across Diachronic Corpora | May 1, 2020 | Additive modelsTime Series | —Unverified | 0 |
| Concept-based Explainable Malignancy Scoring on Pulmonary Nodules in CT Images | May 24, 2024 | Additive modelsAttribute | —Unverified | 0 |
| Context-aware feature attribution through argumentation | Oct 24, 2023 | Additive models | —Unverified | 0 |
| Are Logistic Models Really Interpretable? | Jun 19, 2024 | Additive models | —Unverified | 0 |
