Online Gradient Boosting Decision Tree: In-Place Updates for Efficient Adding/Deleting Data

Huawei Lin, Jun Woo Chung, Yingjie Lao +1

Gradient Boosting Decision Tree (GBDT) is one of the most popular machine learning models in various applications. However, in the traditional settings, all data should be simultan…