generalized additive model

Transparent Networks for Multivariate Time Series AAAI 2026 AutoML Algorithms for Online Generalized Additive Model Selection: Application to Electricity Demand Forecasting AutoML 2025 Generalized additive models via direct optimization of regularized decision stump forests ICML 2025 How Your Location Relates to Health: Variable Importance and Interpretable Machine Learning for Environmental and Sociodemographic Data AAAI 2025 InstaSHAP: Interpretable Additive Models Explain Shapley Values Instantly ICLR 2025 Impact of the tonal factor on diphthong realizations in Standard Mandarin with Generalized Additive Mixed Models Interspeech 2024 Interpretable Generalized Additive Models for Datasets with Missing Values NeurIPS 2024 Phonotactic Complexity across Dialects COLING 2024 Shape Arithmetic Expressions: Advancing Scientific Discovery Beyond Closed-Form Equations AISTATS 2024 The Intelligible and Effective Graph Neural Additive Network NeurIPS 2024 Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models NeurIPS 2023 Exploring and Interacting with the Set of Good Sparse Generalized Additive Models NeurIPS 2023 From Shapley Values to Generalized Additive Models and back AISTATS 2023 GRAND-SLAMIN’ Interpretable Additive Modeling with Structural Constraints NeurIPS 2023 Generalized Sparse Additive Models JMLR 2022 Neural Basis Models for Interpretability NeurIPS 2022 NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning ICLR 2022 Scalable Interpretability via Polynomials NeurIPS 2022 Deep Generative Analysis for Task-Based Functional MRI Experiments MLHC 2021 Developmental Changes of Vowel Acoustics in Adolescents Interspeech 2021 High-Dimensional Bayesian Optimization via Tree-Structured Additive Models AAAI 2021 Neural Additive Models: Interpretable Machine Learning with Neural Nets NeurIPS 2021 Variational Disentanglement for Rare Event Modeling AAAI 2021 An Evaluation of the Doctor-Interpretability of Generalized Additive Models with Interactions MLHC 2020 Efficient estimation of neural tuning during naturalistic behavior NeurIPS 2020