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Additive models

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Showing 201–225 of 252 papers

TitleStatusHype
Detecting Nonlinear Causality in Multivariate Time Series with Sparse Additive Models—0
Discovery of Causal Additive Models in the Presence of Unobserved Variables—0
Discrete-Choice Model with Generalized Additive Utility Network—0
Distilling Reinforcement Learning Policies for Interpretable Robot Locomotion: Gradient Boosting Machines and Symbolic Regression—0
DDAC-SpAM: A Distributed Algorithm for Fitting High-dimensional Sparse Additive Models with Feature Division and Decorrelation—0
Efficient Sampling for Learning Sparse Additive Models in High Dimensions—0
Electricity Demand Forecasting by Multi-Task Learning—0
Enhancing CVaR portfolio optimisation performance with GAM factor models—0
Estimating complex causal effects from incomplete observational data—0
Estimating Discontinuous Time-Varying Risk Factors and Treatment Benefits for COVID-19 with Interpretable ML—0
Explainable Automatic Grading with Neural Additive Models—0
Explainable Recommendation Systems by Generalized Additive Models with Manifest and Latent Interactions—0
Extending the Use of MDL for High-Dimensional Problems: Variable Selection, Robust Fitting, and Additive Modeling—0
Extracting Expert's Goals by What-if Interpretable Modeling—0
Extractive Text Summarization Using Generalized Additive Models with Interactions for Sentence Selection—0
Faithful Variable Screening for High-Dimensional Convex Regression—0
FAST: An Optimization Framework for Fast Additive Segmentation in Transparent ML—0
Fast Automatic Smoothing for Generalized Additive Models—0
Fast Training Method for Stochastic Compositional Optimization Problems—0
Fast Training Method for Stochastic Compositional Optimization Problems—0
Feature Augmentation via Nonparametrics and Selection (FANS) in High Dimensional Classification—0
Frugal day-ahead forecasting of multiple local electricity loads by aggregating adaptive models—0
Functional additive models on manifolds of planar shapes and forms—0
GAMformer: In-Context Learning for Generalized Additive Models—0
GapTV: Accurate and Interpretable Low-Dimensional Regression and Classification—0
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