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Accelerating Gradient Boosting Machine

Published in arXiv (Cornell University) • Mar 20, 2019
NobleIDNI7P71W26R14S94
Authors:
Haihao Lu
,
Sai Praneeth Karimireddy
,
Natalia Ponomareva

Abstract

Gradient Boosting Machine (GBM) is an extremely powerful supervised learning algorithm that is widely used in practice. GBM routinely features as a leading algorithm in machine learning competitions such as Kaggle and the KDDCup. In this work, we propose Accelerated Gradient Boosting Machine (AGBM) ...

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