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Additive models

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TitleStatusHype
Normative Cerebral Perfusion Across the Lifespan—0
Online Hierarchical Forecasting for Power Consumption Data—0
On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach—0
Progression: an extrapolation principle for regression—0
Pseudo Label Selection is a Decision Problem—0
Quantifying Visual Properties of GAM Shape Plots: Impact on Perceived Cognitive Load and Interpretability—0
Recursive Identification of Structured Systems: An Instrumental-Variable Approach Applied to Mechanical Systems—0
Reluctant generalized additive modeling—0
Representing Additive Gaussian Processes by Sparse Matrices—0
Rethinking Log Odds: Linear Probability Modelling and Expert Advice in Interpretable Machine Learning—0
Saturating Splines and Feature Selection—0
Scalable GAM using sparse variational Gaussian processes—0
Short-term prediction of stream turbidity using surrogate data and a meta-model approach—0
Simulating Tariff Impact in Electrical Energy Consumption Profiles with Conditional Variational Autoencoders—0
Smoothed Bernstein Online Aggregation for Day-Ahead Electricity Demand Forecasting—0
Sparse Linear Isotonic Models—0
Sparse Neural Additive Model: Interpretable Deep Learning with Feature Selection via Group Sparsity—0
Sparse Shrunk Additive Models—0
Speech as a Biomarker for Disease Detection—0
Statistical Learnability of Generalized Additive Models based on Total Variation Regularization—0
Stochastic Gradient Descent for Nonparametric Regression—0
Tensor Polynomial Additive Model—0
LucidAtlas: Learning Uncertainty-Aware, Covariate-Disentangled, Individualized Atlas Representations—0
The Franz-Parisi Criterion and Computational Trade-offs in High Dimensional Statistics—0
The Most Important Features in Generalized Additive Models Might Be Groups of Features—0
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