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Additive models

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TitleStatusHype
How Your Location Relates to Health: Variable Importance and Interpretable Machine Learning for Environmental and Sociodemographic DataCode0
High-Dimensional Markov-switching Ordinary Differential Processes—0
Automated Demand Forecasting in small to medium-sized enterprises—0
Interpretable Generalized Additive Models for Datasets with Missing ValuesCode0
Meta-learning Loss Functions of Parametric Partial Differential Equations Using Physics-Informed Neural Networks—0
DNAMite: Interpretable Calibrated Survival Analysis with Discretized Additive ModelsCode0
Progression: an extrapolation principle for regression—0
Inherently Interpretable Tree Ensemble Learning—0
Transparent Networks for Multivariate Time SeriesCode0
Generalized Sparse Additive Model with Unknown Link Function—0
A Functional Extension of Semi-Structured NetworksCode0
ProtoNAM: Prototypical Neural Additive Models for Interpretable Deep Tabular LearningCode0
GAMformer: In-Context Learning for Generalized Additive Models—0
Quantifying Visual Properties of GAM Shape Plots: Impact on Perceived Cognitive Load and Interpretability—0
Challenging the Performance-Interpretability Trade-off: An Evaluation of Interpretable Machine Learning ModelsCode0
Speech as a Biomarker for Disease Detection—0
Associations between exposure to OPEs and rheumatoid arthritis risk among adults in NHANES, 2011-2018—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—0
NeurCAM: Interpretable Neural Clustering via Additive ModelsCode0
neuralGAM: Explainable generalized additive neural networks with independent neural network trainingCode0
Combinations of distributional regression algorithms with application in uncertainty estimation of corrected satellite precipitation products—0
Are Logistic Models Really Interpretable?—0
Towards Bayesian Data Selection—0
Tensor Polynomial Additive Model—0
Efficient mid-term forecasting of hourly electricity load using generalized additive modelsCode0
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