Generalized additive models via direct optimization of regularized decision stump forests

Magzhan Gabidolla; Miguel Á. Carreira-Perpiñán

2025 ICML ICML 2025

Generalized additive models via direct optimization of regularized decision stump forests

Abstract

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Authors

Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán

Topics

Machine Learning > Core Methods > Regression Machine Learning > Optimization & Theory > Optimization Mathematics & Optimization > Optimization > Convex Optimization

Keywords

regularization alternating optimization generalized additive model decision stump convex problem leaf values

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