conftrace_

generalized additive model

29 papers

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Also known as

GAM

Co-occurring keywords

interpretable machine learning (140) feature interaction (103) model interpretability (519) eeg signal (41) formant frequency (52) variable importance (23) feature attribution (280) feature selection (649) statistical analysis (89) convex optimization (1321)

Papers

Transparent Networks for Multivariate Time Series AAAI 2026
How Your Location Relates to Health: Variable Importance and Interpretable Machine Learning for Environmental and Sociodemographic Data AAAI 2025
Shape Arithmetic Expressions: Advancing Scientific Discovery Beyond Closed-Form Equations AISTATS 2024
The Intelligible and Effective Graph Neural Additive Network NIPS 2024
Impact of the tonal factor on diphthong realizations in Standard Mandarin with Generalized Additive Mixed Models INTERSPEECH 2024
Phonotactic Complexity across Dialects COLING 2024
Interpretable Generalized Additive Models for Datasets with Missing Values NIPS 2024
From Shapley Values to Generalized Additive Models and back AISTATS 2023
Exploring and Interacting with the Set of Good Sparse Generalized Additive Models NIPS 2023
GRAND-SLAMIN’ Interpretable Additive Modeling with Structural Constraints NIPS 2023
Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models NIPS 2023
Scalable Interpretability via Polynomials NIPS 2022
Generalized Sparse Additive Models JMLR 2022
Neural Basis Models for Interpretability NIPS 2022
Deep Generative Analysis for Task-Based Functional MRI Experiments MLHC 2021
Developmental Changes of Vowel Acoustics in Adolescents INTERSPEECH 2021
Neural Additive Models: Interpretable Machine Learning with Neural Nets NIPS 2021
Variational Disentanglement for Rare Event Modeling AAAI 2021
High-Dimensional Bayesian Optimization via Tree-Structured Additive Models AAAI 2021
Efficient estimation of neural tuning during naturalistic behavior NIPS 2020
Multidimensional Shape Constraints ICML 2020
An Evaluation of the Doctor-Interpretability of Generalized Additive Models with Interactions MLHC 2020
Articulatory Analysis of Transparent Vowel /iː/ in Harmonic and Antiharmonic Hungarian Stems: Is There a Difference? INTERSPEECH 2019
Fast Automatic Smoothing for Generalized Additive Models JMLR 2019
Saturating Splines and Feature Selection JMLR 2018