| Inherently Interpretable Tree Ensemble Learning | Oct 24, 2024 | Additive modelsEnsemble Learning | —Unverified | 0 |
| Transparent Networks for Multivariate Time Series | Oct 14, 2024 | Additive modelsTime Series | CodeCode Available | 0 |
| Generalized Sparse Additive Model with Unknown Link Function | Oct 8, 2024 | Additive modelsBilevel Optimization | —Unverified | 0 |
| A Functional Extension of Semi-Structured Networks | Oct 7, 2024 | Additive models | CodeCode Available | 0 |
| ProtoNAM: Prototypical Neural Additive Models for Interpretable Deep Tabular Learning | Oct 7, 2024 | Additive models | CodeCode Available | 0 |
| GAMformer: In-Context Learning for Generalized Additive Models | Oct 6, 2024 | Additive modelsIn-Context Learning | —Unverified | 0 |
| Quantifying Visual Properties of GAM Shape Plots: Impact on Perceived Cognitive Load and Interpretability | Sep 25, 2024 | Additive modelsDecision Making | —Unverified | 0 |
| Challenging the Performance-Interpretability Trade-off: An Evaluation of Interpretable Machine Learning Models | Sep 22, 2024 | Additive modelsInterpretable Machine Learning | CodeCode Available | 0 |
| Speech as a Biomarker for Disease Detection | Sep 16, 2024 | 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 novel method to separate circadian from non-circadian masking effects in order to enhance daily circadian timing and amplitude estimation from core body temperature | Aug 27, 2024 | Additive models | —Unverified | 0 |
| NeurCAM: Interpretable Neural Clustering via Additive Models | Aug 23, 2024 | Additive modelsClustering | CodeCode Available | 0 |
| neuralGAM: Explainable generalized additive neural networks with independent neural network training | Jul 8, 2024 | Additive modelsAnomaly Detection | CodeCode Available | 0 |
| Combinations of distributional regression algorithms with application in uncertainty estimation of corrected satellite precipitation products | Jun 29, 2024 | Additive modelsEnsemble Learning | —Unverified | 0 |
| CAT: Interpretable Concept-based Taylor Additive Models | Jun 25, 2024 | Additive models | CodeCode Available | 1 |
| Are Logistic Models Really Interpretable? | Jun 19, 2024 | Additive models | —Unverified | 0 |
| Towards Bayesian Data Selection | Jun 18, 2024 | Active LearningAdditive models | —Unverified | 0 |
| Tensor Polynomial Additive Model | Jun 5, 2024 | Additive modelsDecision Making | —Unverified | 0 |
| The Intelligible and Effective Graph Neural Additive Networks | Jun 3, 2024 | Additive models | CodeCode Available | 1 |
| Efficient mid-term forecasting of hourly electricity load using generalized additive models | May 27, 2024 | Additive modelsenergy trading | CodeCode Available | 0 |
| Multi-Level Additive Modeling for Structured Non-IID Federated Learning | May 26, 2024 | Additive modelsFederated Learning | CodeCode Available | 0 |
| Concept-based Explainable Malignancy Scoring on Pulmonary Nodules in CT Images | May 24, 2024 | Additive modelsAttribute | —Unverified | 0 |
| Attention Mechanisms Don't Learn Additive Models: Rethinking Feature Importance for Transformers | May 22, 2024 | Additive modelsFeature Importance | CodeCode Available | 0 |
| Explainable Automatic Grading with Neural Additive Models | May 1, 2024 | Additive modelsautomatic short answer grading | —Unverified | 0 |
| Shape Arithmetic Expressions: Advancing Scientific Discovery Beyond Closed-Form Equations | Apr 15, 2024 | Additive modelsForm | CodeCode Available | 0 |
